From b0717978e89307f86bdd056360aac9b3c39e6dad Mon Sep 17 00:00:00 2001 From: liuhua <10215101452@stu.ecnu.edu.cn> Date: Tue, 19 Nov 2024 19:06:43 +0800 Subject: [PATCH 01/25] Add test for document (#3497) ### What problem does this PR solve? Add test for document ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn> Co-authored-by: Kevin Hu --- api/apps/sdk/doc.py | 2 + .../{simple_example.sh => dataset_example.sh} | 0 .../{simple_example.py => dataset_example.py} | 0 sdk/python/test/t_document.py | 110 ++++++++++++- sdk/python/test/test_data/.txt | 2 - sdk/python/test/test_data/empty.txt | 0 sdk/python/test/test_data/lol.txt | 3 - sdk/python/test/test_data/story.txt | 8 - sdk/python/test/test_data/test.docx | Bin 0 -> 1311881 bytes sdk/python/test/test_data/test.html | 148 ++++++++++++++++++ sdk/python/test/test_data/test.jpg | Bin 0 -> 334137 bytes sdk/python/test/test_data/test.json | 107 +++++++++++++ sdk/python/test/test_data/test.md | 21 +++ sdk/python/test/test_data/test.pdf | Bin 0 -> 1253607 bytes sdk/python/test/test_data/test.ppt | Bin 0 -> 1028096 bytes sdk/python/test/test_data/test.txt | 24 ++- sdk/python/test/test_data/test.xlsx | Bin 0 -> 29380 bytes sdk/python/test/test_data/test1.txt | 4 - sdk/python/test/test_data/test2.txt | 4 - sdk/python/test/test_data/test3.txt | 4 - sdk/python/test/test_data/westworld.pdf | Bin 33070 -> 0 bytes 21 files changed, 406 insertions(+), 31 deletions(-) rename example/http/{simple_example.sh => dataset_example.sh} (100%) rename example/sdk/{simple_example.py => dataset_example.py} (100%) delete mode 100644 sdk/python/test/test_data/.txt delete mode 100644 sdk/python/test/test_data/empty.txt delete mode 100644 sdk/python/test/test_data/lol.txt delete mode 100644 sdk/python/test/test_data/story.txt create mode 100644 sdk/python/test/test_data/test.docx create mode 100644 sdk/python/test/test_data/test.html create mode 100644 sdk/python/test/test_data/test.jpg create mode 100644 sdk/python/test/test_data/test.json create mode 100644 sdk/python/test/test_data/test.md create mode 100644 sdk/python/test/test_data/test.pdf create mode 100644 sdk/python/test/test_data/test.ppt create mode 100644 sdk/python/test/test_data/test.xlsx delete mode 100644 sdk/python/test/test_data/test1.txt delete mode 100644 sdk/python/test/test_data/test2.txt delete mode 100644 sdk/python/test/test_data/test3.txt delete mode 100644 sdk/python/test/test_data/westworld.pdf diff --git a/api/apps/sdk/doc.py b/api/apps/sdk/doc.py index 80bd8d9cb2b..0dc97ff7a61 100644 --- a/api/apps/sdk/doc.py +++ b/api/apps/sdk/doc.py @@ -115,6 +115,7 @@ def upload(dataset_id, tenant_id): return get_result( message="No file selected!", code=settings.RetCode.ARGUMENT_ERROR ) + ''' # total size total_size = 0 for file_obj in file_objs: @@ -127,6 +128,7 @@ def upload(dataset_id, tenant_id): message=f"Total file size exceeds 10MB limit! ({total_size / (1024 * 1024):.2f} MB)", code=settings.RetCode.ARGUMENT_ERROR, ) + ''' e, kb = KnowledgebaseService.get_by_id(dataset_id) if not e: raise LookupError(f"Can't find the dataset with ID {dataset_id}!") diff --git a/example/http/simple_example.sh b/example/http/dataset_example.sh similarity index 100% rename from example/http/simple_example.sh rename to example/http/dataset_example.sh diff --git a/example/sdk/simple_example.py b/example/sdk/dataset_example.py similarity index 100% rename from example/sdk/simple_example.py rename to example/sdk/dataset_example.py diff --git a/sdk/python/test/t_document.py b/sdk/python/test/t_document.py index 1624ef03fdd..c8d5165c55d 100644 --- a/sdk/python/test/t_document.py +++ b/sdk/python/test/t_document.py @@ -1,6 +1,6 @@ -from ragflow_sdk import RAGFlow, DataSet, Document, Chunk +from ragflow_sdk import RAGFlow from common import HOST_ADDRESS - +import pytest def test_upload_document_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture @@ -48,7 +48,6 @@ def test_list_documents_in_dataset_with_success(get_api_key_fixture): ds.list_documents(keywords="test", page=1, page_size=12) - def test_delete_documents_in_dataset_with_success(get_api_key_fixture): API_KEY = get_api_key_fixture rag = RAGFlow(API_KEY, HOST_ADDRESS) @@ -59,4 +58,109 @@ def test_delete_documents_in_dataset_with_success(get_api_key_fixture): docs = ds.upload_documents(document_infos) ds.delete_documents([docs[0].id]) +# upload and parse the document with different in different parse method. +def test_upload_and_parse_pdf_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_pdf_document") + with open("test_data/test.pdf","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.pdf","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_docx_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_docx_document") + with open("test_data/test.docx","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.docx","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_excel_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_excel_document") + with open("test_data/test.xlsx","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.xlsx","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_ppt_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_ppt_document") + with open("test_data/test.ppt","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.ppt","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_image_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_image_document") + with open("test_data/test.jpg","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.jpg","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_txt_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_txt_document") + with open("test_data/test.txt","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.txt","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) +def test_upload_and_parse_md_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_md_document") + with open("test_data/test.md","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.md","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) + +def test_upload_and_parse_json_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_json_document") + with open("test_data/test.json","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.json","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) + +@pytest.mark.skip(reason="") +def test_upload_and_parse_eml_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_eml_document") + with open("test_data/test.eml","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.eml","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) + +def test_upload_and_parse_html_documents_with_general_parse_method(get_api_key_fixture): + API_KEY = get_api_key_fixture + rag = RAGFlow(API_KEY, HOST_ADDRESS) + ds = rag.create_dataset(name="test_html_document") + with open("test_data/test.html","rb") as file: + blob=file.read() + document_infos = [{"displayed_name": "test.html","blob": blob}] + docs=ds.upload_documents(document_infos) + doc = docs[0] + ds.async_parse_documents([doc.id]) \ No newline at end of file diff --git a/sdk/python/test/test_data/.txt b/sdk/python/test/test_data/.txt deleted file mode 100644 index b0b611ed50e..00000000000 --- a/sdk/python/test/test_data/.txt +++ /dev/null @@ -1,2 +0,0 @@ -hhh -hhh \ No newline at end of file diff --git a/sdk/python/test/test_data/empty.txt b/sdk/python/test/test_data/empty.txt deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/sdk/python/test/test_data/lol.txt b/sdk/python/test/test_data/lol.txt deleted file mode 100644 index 34883d23ace..00000000000 --- a/sdk/python/test/test_data/lol.txt +++ /dev/null @@ -1,3 +0,0 @@ -llll -ooooo -llll \ No newline at end of file diff --git a/sdk/python/test/test_data/story.txt b/sdk/python/test/test_data/story.txt deleted file mode 100644 index d000248c3f2..00000000000 --- a/sdk/python/test/test_data/story.txt +++ /dev/null @@ -1,8 +0,0 @@ -Once upon a time, in a small village nestled at the foot of a towering mountain, lived a young girl named Lily. Lily had a heart as pure as the mountain's snowcaps and a spirit as adventurous as the winding trails that led to its peak. -One day, as Lily was gathering berries in the forest's edge, she stumbled upon an old, weathered map hidden beneath a fallen tree. The map was covered in strange symbols and a single, glowing word: "Treasure." Curiousity piqued, Lily decided to embark on a quest to uncover the mystery of the treasure. -With nothing more than her trusty basket of berries, a few pieces of bread, and the map, Lily set off into the unknown. As she climbed higher and higher into the mountains, the air grew crisp, and the scenery transformed into a breathtaking tapestry of lush greenery and sparkling streams. -Along the way, Lily encountered all sorts of challenges. She had to navigate treacherous rivers using fallen logs as bridges, climb steep cliffs with nothing but her agility and determination, and even outsmart a mischievous pack of foxes that tried to lead her astray. But through it all, Lily remained steadfast, her heart filled with hope and a sense of purpose. -Finally, after what seemed like an eternity of trekking, Lily arrived at a hidden valley. At its center stood an ancient tree, its roots entwined with glittering jewels and a chest made of pure gold. This, the map had revealed, was the source of the treasure. -But as Lily approached the chest, she realized that the true treasure was not the riches before her. It was the journey itself—the friendships she had forged with the animals she encountered, the strength she had gained from overcoming obstacles, and the sense of wonder and discovery that filled her heart. -With a smile on her face, Lily gently closed the chest and left it where it was, content in the knowledge that the greatest treasures in life are not always found in gold or jewels. 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Minime vero, inquit ille, consentit.

+ +

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Inscite autem medicinae et gubernationis ultimum cum ultimo sapientiae comparatur. Cur igitur, cum de re conveniat, non malumus usitate loqui?

+ +
    +
  1. Si qua in iis corrigere voluit, deteriora fecit.
  2. +
  3. At quicum ioca seria, ut dicitur, quicum arcana, quicum occulta omnia?
  4. +
  5. An dolor longissimus quisque miserrimus, voluptatem non optabiliorem diuturnitas facit?
  6. +
  7. Multoque hoc melius nos veriusque quam Stoici.
  8. +
  9. Stuprata per vim Lucretia a regis filio testata civis se ipsa interemit.
  10. +
  11. Ego vero isti, inquam, permitto.
  12. +
+ + +

Graecum enim hunc versum nostis omnes-: Suavis laborum est praeteritorum memoria. Qui enim existimabit posse se miserum esse beatus non erit. Si qua in iis corrigere voluit, deteriora fecit. Si qua in iis corrigere voluit, deteriora fecit. Dic in quovis conventu te omnia facere, ne doleas. Tu quidem reddes;

+ +
    +
  • Duo Reges: constructio interrete.
  • +
  • Contineo me ab exemplis.
  • +
  • Quo plebiscito decreta a senatu est consuli quaestio Cn.
  • +
  • Quicquid porro animo cernimus, id omne oritur a sensibus;
  • +
  • Eam si varietatem diceres, intellegerem, ut etiam non dicente te intellego;
  • +
  • Qua ex cognitione facilior facta est investigatio rerum occultissimarum.
  • +
+ + +
+ Me igitur ipsum ames oportet, non mea, si veri amici futuri sumus. +
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"海宏智能": [], + "中寰": [], + "万次": [], + "领星资本": [ + "星领" + ], + "肯讯": [], + "坎肩": [], + "爱农人": [], + "易美餐": [], + "寸丝半粟": [], + "罗丹萍": [], + "转导物": [], + "泊寓": [], + "万欧": [ + "欧万" + ], + "友聚惠": [ + "友惠", + "惠友" + ], + "舞牙弄爪": [ + ":形容凶猛的样子,比喻威胁、恐吓", + "原形容猛兽的凶相,后常用来比喻猖狂凶恶的样子", + "成语解释:原形容猛兽的凶相,后常用来比喻猖狂凶恶的样子", + "原形容猛兽的凶相,后常用来比喻猖狂(好工具hao86.com", + "牙舞爪", + "形容猛兽凶恶可怕。也比喻猖狂凶恶", + "舞爪" + ], + "上海致上": [ + "上海上", + "上海市" + ], + "迪因加": [], + "李正茂": [], + "君来投": [], + "双掌空": [ + "双掌 空", + "空掌", + "两手空空" + ], + "浩石": [ + "石浩", + "皓石" + ], + "云阅文学": [], + "阿斯帕": [], + "中导": [], + "以诚相待": [], + "中融金服": [], + "尚股网": [], + "叶立钦": [ + "叶利钦" + ], + "新信钱包": [ + "信信" + ], + "赛苏投资": [ + "投资者" + ], + "售价": [], + "帮医网": [] +} \ No newline at end of file diff --git a/sdk/python/test/test_data/test.md b/sdk/python/test/test_data/test.md new file mode 100644 index 00000000000..0639b98ba1c --- /dev/null +++ b/sdk/python/test/test_data/test.md @@ -0,0 +1,21 @@ +Quod equidem non reprehendo; +Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quibus natura iure responderit non esse verum aliunde finem beate vivendi, a se principia rei gerendae peti; Quae enim adhuc protulisti, popularia sunt, ego autem a te elegantiora desidero. Duo Reges: constructio interrete. Tum Lucius: Mihi vero ista valde probata sunt, quod item fratri puto. Bestiarum vero nullum iudicium puto. Nihil enim iam habes, quod ad corpus referas; Deinde prima illa, quae in congressu solemus: Quid tu, inquit, huc? Et homini, qui ceteris animantibus plurimum praestat, praecipue a natura nihil datum esse dicemus? + +Iam id ipsum absurdum, maximum malum neglegi. Quod ea non occurrentia fingunt, vincunt Aristonem; Atqui perspicuum est hominem e corpore animoque constare, cum primae sint animi partes, secundae corporis. Fieri, inquam, Triari, nullo pacto potest, ut non dicas, quid non probes eius, a quo dissentias. Equidem e Cn. An dubium est, quin virtus ita maximam partem optineat in rebus humanis, ut reliquas obruat? + +Quis istum dolorem timet? +Summus dolor plures dies manere non potest? Dicet pro me ipsa virtus nec dubitabit isti vestro beato M. Tubulum fuisse, qua illum, cuius is condemnatus est rogatione, P. Quod si ita sit, cur opera philosophiae sit danda nescio. + +Ex eorum enim scriptis et institutis cum omnis doctrina liberalis, omnis historia. +Quod si ita est, sequitur id ipsum, quod te velle video, omnes semper beatos esse sapientes. Cum enim fertur quasi torrens oratio, quamvis multa cuiusque modi rapiat, nihil tamen teneas, nihil apprehendas, nusquam orationem rapidam coerceas. Ita redarguitur ipse a sese, convincunturque scripta eius probitate ipsius ac moribus. At quanta conantur! Mundum hunc omnem oppidum esse nostrum! Incendi igitur eos, qui audiunt, vides. Vide, ne magis, inquam, tuum fuerit, cum re idem tibi, quod mihi, videretur, non nova te rebus nomina inponere. Qui-vere falsone, quaerere mittimus-dicitur oculis se privasse; Si ista mala sunt, in quae potest incidere sapiens, sapientem esse non esse ad beate vivendum satis. At vero si ad vitem sensus accesserit, ut appetitum quendam habeat et per se ipsa moveatur, quid facturam putas? + +Quem si tenueris, non modo meum Ciceronem, sed etiam me ipsum abducas licebit. +Stulti autem malorum memoria torquentur, sapientes bona praeterita grata recordatione renovata delectant. +Esse enim quam vellet iniquus iustus poterat inpune. +Quae autem natura suae primae institutionis oblita est? +Verum tamen cum de rebus grandioribus dicas, ipsae res verba rapiunt; +Hoc est non modo cor non habere, sed ne palatum quidem. +Voluptatem cum summum bonum diceret, primum in eo ipso parum vidit, deinde hoc quoque alienum; Sed tu istuc dixti bene Latine, parum plane. Nam haec ipsa mihi erunt in promptu, quae modo audivi, nec ante aggrediar, quam te ab istis, quos dicis, instructum videro. Fatebuntur Stoici haec omnia dicta esse praeclare, neque eam causam Zenoni desciscendi fuisse. Non autem hoc: igitur ne illud quidem. Ratio quidem vestra sic cogit. Cum audissem Antiochum, Brute, ut solebam, cum M. An quod ita callida est, ut optime possit architectari voluptates? + +Idemne, quod iucunde? +Haec mihi videtur delicatior, ut ita dicam, molliorque ratio, quam virtutis vis gravitasque postulat. Sed quoniam et advesperascit et mihi ad villam revertendum est, nunc quidem hactenus; Cuius ad naturam apta ratio vera illa et summa lex a philosophis dicitur. Neque solum ea communia, verum etiam paria esse dixerunt. 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Quibus natura iure responderit non esse verum aliunde finem beate vivendi, a se principia rei gerendae peti; Quae enim adhuc protulisti, popularia sunt, ego autem a te elegantiora desidero. Duo Reges: constructio interrete. Tum Lucius: Mihi vero ista valde probata sunt, quod item fratri puto. Bestiarum vero nullum iudicium puto. Nihil enim iam habes, quod ad corpus referas; Deinde prima illa, quae in congressu solemus: Quid tu, inquit, huc? Et homini, qui ceteris animantibus plurimum praestat, praecipue a natura nihil datum esse dicemus? + +Iam id ipsum absurdum, maximum malum neglegi. Quod ea non occurrentia fingunt, vincunt Aristonem; Atqui perspicuum est hominem e corpore animoque constare, cum primae sint animi partes, secundae corporis. Fieri, inquam, Triari, nullo pacto potest, ut non dicas, quid non probes eius, a quo dissentias. Equidem e Cn. An dubium est, quin virtus ita maximam partem optineat in rebus humanis, ut reliquas obruat? + +Quis istum dolorem timet? +Summus dolor plures dies manere non potest? Dicet pro me ipsa virtus nec dubitabit isti vestro beato M. Tubulum fuisse, qua illum, cuius is condemnatus est rogatione, P. Quod si ita sit, cur opera philosophiae sit danda nescio. + +Ex eorum enim scriptis et institutis cum omnis doctrina liberalis, omnis historia. +Quod si ita est, sequitur id ipsum, quod te velle video, omnes semper beatos esse sapientes. Cum enim fertur quasi torrens oratio, quamvis multa cuiusque modi rapiat, nihil tamen teneas, nihil apprehendas, nusquam orationem rapidam coerceas. Ita redarguitur ipse a sese, convincunturque scripta eius probitate ipsius ac moribus. At quanta conantur! Mundum hunc omnem oppidum esse nostrum! Incendi igitur eos, qui audiunt, vides. Vide, ne magis, inquam, tuum fuerit, cum re idem tibi, quod mihi, videretur, non nova te rebus nomina inponere. Qui-vere falsone, quaerere mittimus-dicitur oculis se privasse; Si ista mala sunt, in quae potest incidere sapiens, sapientem esse non esse ad beate vivendum satis. At vero si ad vitem sensus accesserit, ut appetitum quendam habeat et per se ipsa moveatur, quid facturam putas? + +Quem si tenueris, non modo meum Ciceronem, sed etiam me ipsum abducas licebit. +Stulti autem malorum memoria torquentur, sapientes bona praeterita grata recordatione renovata delectant. +Esse enim quam vellet iniquus iustus poterat inpune. +Quae autem natura suae primae institutionis oblita est? +Verum tamen cum de rebus grandioribus dicas, ipsae res verba rapiunt; +Hoc est non modo cor non habere, sed ne palatum quidem. +Voluptatem cum summum bonum diceret, primum in eo ipso parum vidit, deinde hoc quoque alienum; Sed tu istuc dixti bene Latine, parum plane. Nam haec ipsa mihi erunt in promptu, quae modo audivi, nec ante aggrediar, quam te ab istis, quos dicis, instructum videro. Fatebuntur Stoici haec omnia dicta esse praeclare, neque eam causam Zenoni desciscendi fuisse. Non autem hoc: igitur ne illud quidem. Ratio quidem vestra sic cogit. Cum audissem Antiochum, Brute, ut solebam, cum M. An quod ita callida est, ut optime possit architectari voluptates? + +Idemne, quod iucunde? +Haec mihi videtur delicatior, ut ita dicam, molliorque ratio, quam virtutis vis gravitasque postulat. Sed quoniam et advesperascit et mihi ad villam revertendum est, nunc quidem hactenus; Cuius ad naturam apta ratio vera illa et summa lex a philosophis dicitur. Neque solum ea communia, verum etiam paria esse dixerunt. 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jHL`F7{)~V>ql~MYiHqCM7{kuW%f^dFO)aS`h4%jdjyoio From b1001bf21cbd0587200e23796d220f1f59270ee2 Mon Sep 17 00:00:00 2001 From: Michal Masrna <38047051+michalmasrna1@users.noreply.github.com> Date: Tue, 19 Nov 2024 15:01:08 +0100 Subject: [PATCH 02/25] fix: laws.py added missing import logging (#3501) ### What problem does this PR solve? _Choosing Laws Chunk Method results in an error when parsing a document. The error is caused by a missing import in the `laws.py` file._ ``` Traceback (most recent call last): File "/ragflow/rag/svr/task_executor.py", line 445, in handle_task do_handle_task(task) File "/ragflow/rag/svr/task_executor.py", line 384, in do_handle_task cks = build(r) ^^^^^^^^ File "/ragflow/rag/svr/task_executor.py", line 196, in build cks = chunker.chunk(row["name"], binary=binary, from_page=row["from_page"], ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/ragflow/rag/app/laws.py", line 161, in chunk for txt, poss in pdf_parser(filename if not binary else binary, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/ragflow/rag/app/laws.py", line 124, in __call__ logging.debug("layouts:".format( ^^^^^^^ NameError: name 'logging' is not defined. Did you forget to import 'logging' ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [ ] New Feature (non-breaking change which adds functionality) - [ ] Documentation Update - [ ] Refactoring - [ ] Performance Improvement - [ ] Other (please describe): Co-authored-by: Michal Masrna --- rag/app/laws.py | 1 + 1 file changed, 1 insertion(+) diff --git a/rag/app/laws.py b/rag/app/laws.py index 3334e9eba85..a021e339f4e 100644 --- a/rag/app/laws.py +++ b/rag/app/laws.py @@ -10,6 +10,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import logging from tika import parser import re from io import BytesIO From f424f19dbe322edf023ec7252485c528119b84d1 Mon Sep 17 00:00:00 2001 From: Jin Hai Date: Wed, 20 Nov 2024 09:31:36 +0800 Subject: [PATCH 03/25] Fix bugs (#3502) ### What problem does this PR solve? 1. Remove unused code 2. Fix type mismatch, in nlp search and infinity search interface 3. Fix chunk list, get all chunks of this user. ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --------- Signed-off-by: jinhai --- agent/component/base.py | 3 +- graphrag/search.py | 2 +- rag/utils/infinity_conn.py | 95 +++++++++++++++++++++----------------- 3 files changed, 54 insertions(+), 46 deletions(-) diff --git a/agent/component/base.py b/agent/component/base.py index fc44b4da755..5624b7bff36 100644 --- a/agent/component/base.py +++ b/agent/component/base.py @@ -17,13 +17,13 @@ import builtins import json import os +import logging from functools import partial from typing import Tuple, Union import pandas as pd from agent import settings -from agent.settings import flow_logger, DEBUG _FEEDED_DEPRECATED_PARAMS = "_feeded_deprecated_params" _DEPRECATED_PARAMS = "_deprecated_params" @@ -480,7 +480,6 @@ def get_input(self): upstream_outs = [] - if DEBUG: print(self.component_name, reversed_cpnts[::-1]) for u in reversed_cpnts[::-1]: if self.get_component_name(u) in ["switch", "concentrator"]: continue if self.component_name.lower() == "generate" and self.get_component_name(u) == "retrieval": diff --git a/graphrag/search.py b/graphrag/search.py index 24735c4b526..3fa962fcb44 100644 --- a/graphrag/search.py +++ b/graphrag/search.py @@ -23,7 +23,7 @@ class KGSearch(Dealer): - def search(self, req, idxnm, kb_ids, emb_mdl, highlight=False): + def search(self, req, idxnm: str | list[str], kb_ids: list[str], emb_mdl=None, highlight=False): def merge_into_first(sres, title="") -> dict[str, str]: if not sres: return {} diff --git a/rag/utils/infinity_conn.py b/rag/utils/infinity_conn.py index ad5a83ab73b..4d7ef0dcdaa 100644 --- a/rag/utils/infinity_conn.py +++ b/rag/utils/infinity_conn.py @@ -4,7 +4,7 @@ import json import time import infinity -from infinity.common import ConflictType, InfinityException +from infinity.common import ConflictType, InfinityException, SortType from infinity.index import IndexInfo, IndexType from infinity.connection_pool import ConnectionPool from rag import settings @@ -22,6 +22,7 @@ OrderByExpr, ) + def equivalent_condition_to_str(condition: dict) -> str: assert "_id" not in condition cond = list() @@ -65,7 +66,7 @@ def __init__(self): self.connPool = connPool break except Exception as e: - logging.warn(f"{str(e)}. Waiting Infinity {infinity_uri} to be healthy.") + logging.warning(f"{str(e)}. Waiting Infinity {infinity_uri} to be healthy.") time.sleep(5) if self.connPool is None: msg = f"Infinity {infinity_uri} didn't become healthy in 120s." @@ -168,7 +169,7 @@ def indexExist(self, indexName: str, knowledgebaseId: str) -> bool: self.connPool.release_conn(inf_conn) return True except Exception as e: - logging.warn(f"INFINITY indexExist {str(e)}") + logging.warning(f"INFINITY indexExist {str(e)}") return False """ @@ -176,16 +177,16 @@ def indexExist(self, indexName: str, knowledgebaseId: str) -> bool: """ def search( - self, - selectFields: list[str], - highlightFields: list[str], - condition: dict, - matchExprs: list[MatchExpr], - orderBy: OrderByExpr, - offset: int, - limit: int, - indexNames: str|list[str], - knowledgebaseIds: list[str], + self, + selectFields: list[str], + highlightFields: list[str], + condition: dict, + matchExprs: list[MatchExpr], + orderBy: OrderByExpr, + offset: int, + limit: int, + indexNames: str | list[str], + knowledgebaseIds: list[str], ) -> list[dict] | pl.DataFrame: """ TODO: Infinity doesn't provide highlight @@ -219,8 +220,8 @@ def search( minimum_should_match = "0%" if "minimum_should_match" in matchExpr.extra_options: minimum_should_match = ( - str(int(matchExpr.extra_options["minimum_should_match"] * 100)) - + "%" + str(int(matchExpr.extra_options["minimum_should_match"] * 100)) + + "%" ) matchExpr.extra_options.update( {"minimum_should_match": minimum_should_match} @@ -234,10 +235,14 @@ def search( for k, v in matchExpr.extra_options.items(): if not isinstance(v, str): matchExpr.extra_options[k] = str(v) + + order_by_expr_list = list() if orderBy.fields: - order_by_expr_list = list() for order_field in orderBy.fields: - order_by_expr_list.append((order_field[0], order_field[1] == 0)) + if order_field[1] == 0: + order_by_expr_list.append((order_field[0], SortType.Asc)) + else: + order_by_expr_list.append((order_field[0], SortType.Desc)) # Scatter search tables and gather the results for indexName in indexNames: @@ -249,28 +254,32 @@ def search( continue table_list.append(table_name) builder = table_instance.output(selectFields) - for matchExpr in matchExprs: - if isinstance(matchExpr, MatchTextExpr): - fields = ",".join(matchExpr.fields) - builder = builder.match_text( - fields, - matchExpr.matching_text, - matchExpr.topn, - matchExpr.extra_options, - ) - elif isinstance(matchExpr, MatchDenseExpr): - builder = builder.match_dense( - matchExpr.vector_column_name, - matchExpr.embedding_data, - matchExpr.embedding_data_type, - matchExpr.distance_type, - matchExpr.topn, - matchExpr.extra_options, - ) - elif isinstance(matchExpr, FusionExpr): - builder = builder.fusion( - matchExpr.method, matchExpr.topn, matchExpr.fusion_params - ) + if len(matchExprs) > 0: + for matchExpr in matchExprs: + if isinstance(matchExpr, MatchTextExpr): + fields = ",".join(matchExpr.fields) + builder = builder.match_text( + fields, + matchExpr.matching_text, + matchExpr.topn, + matchExpr.extra_options, + ) + elif isinstance(matchExpr, MatchDenseExpr): + builder = builder.match_dense( + matchExpr.vector_column_name, + matchExpr.embedding_data, + matchExpr.embedding_data_type, + matchExpr.distance_type, + matchExpr.topn, + matchExpr.extra_options, + ) + elif isinstance(matchExpr, FusionExpr): + builder = builder.fusion( + matchExpr.method, matchExpr.topn, matchExpr.fusion_params + ) + else: + if len(filter_cond) > 0: + builder.filter(filter_cond) if orderBy.fields: builder.sort(order_by_expr_list) builder.offset(offset).limit(limit) @@ -282,7 +291,7 @@ def search( return res def get( - self, chunkId: str, indexName: str, knowledgebaseIds: list[str] + self, chunkId: str, indexName: str, knowledgebaseIds: list[str] ) -> dict | None: inf_conn = self.connPool.get_conn() db_instance = inf_conn.get_database(self.dbName) @@ -299,7 +308,7 @@ def get( return res_fields.get(chunkId, None) def insert( - self, documents: list[dict], indexName: str, knowledgebaseId: str + self, documents: list[dict], indexName: str, knowledgebaseId: str ) -> list[str]: inf_conn = self.connPool.get_conn() db_instance = inf_conn.get_database(self.dbName) @@ -341,7 +350,7 @@ def insert( return [] def update( - self, condition: dict, newValue: dict, indexName: str, knowledgebaseId: str + self, condition: dict, newValue: dict, indexName: str, knowledgebaseId: str ) -> bool: # if 'position_list' in newValue: # logging.info(f"upsert position_list: {newValue['position_list']}") @@ -430,7 +439,7 @@ def getHighlight(self, res, keywords: list[str], fieldnm: str): flags=re.IGNORECASE | re.MULTILINE, ) if not re.search( - r"[^<>]+", t, flags=re.IGNORECASE | re.MULTILINE + r"[^<>]+", t, flags=re.IGNORECASE | re.MULTILINE ): continue txts.append(t) From 36e75b331739d180a4b37bb9617be65d50e8a100 Mon Sep 17 00:00:00 2001 From: Kevin Hu Date: Wed, 20 Nov 2024 09:38:54 +0800 Subject: [PATCH 04/25] fix synonym bug (#3506) ### What problem does this PR solve? ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --- rag/nlp/synonym.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/rag/nlp/synonym.py b/rag/nlp/synonym.py index 0c7721da6d1..1a9a3f533f8 100644 --- a/rag/nlp/synonym.py +++ b/rag/nlp/synonym.py @@ -68,7 +68,7 @@ def load(self): def lookup(self, tk): if re.match(r"[a-z]+$", tk): - res = list(set([re.sub("_", " ", syn.name().split(".")[0]) for syn in wordnet.synsets("love")]) - set([tk])) + res = list(set([re.sub("_", " ", syn.name().split(".")[0]) for syn in wordnet.synsets(tk)]) - set([tk])) return [t for t in res if t] self.lookup_num += 1 From e16b7c597ec59c587205a315a5e33a8c6bfb6da4 Mon Sep 17 00:00:00 2001 From: Kevin Hu Date: Wed, 20 Nov 2024 11:13:12 +0800 Subject: [PATCH 05/25] smooth term weight (#3510) ### What problem does this PR solve? #3499 ### Type of change - [x] Performance Improvement --- rag/nlp/term_weight.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/rag/nlp/term_weight.py b/rag/nlp/term_weight.py index 8e1e5983691..374065a0c91 100644 --- a/rag/nlp/term_weight.py +++ b/rag/nlp/term_weight.py @@ -228,7 +228,7 @@ def idf(s, N): return math.log10(10 + ((N - s + 0.5) / (s + 0.5))) idf2 = np.array([idf(df(t), 1000000000) for t in tks]) wts = (0.3 * idf1 + 0.7 * idf2) * \ np.array([ner(t) * postag(t) for t in tks]) - wts = [math.exp(s) for s in wts] + wts = [math.pow(s, 2) for s in wts] tw = list(zip(tks, wts)) else: for tk in tks: @@ -237,7 +237,7 @@ def idf(s, N): return math.log10(10 + ((N - s + 0.5) / (s + 0.5))) idf2 = np.array([idf(df(t), 1000000000) for t in tt]) wts = (0.3 * idf1 + 0.7 * idf2) * \ np.array([ner(t) * postag(t) for t in tt]) - wts = [math.exp(s) for s in wts] + wts = [math.pow(s, 2) for s in wts] tw.extend(zip(tt, wts)) S = np.sum([s for _, s in tw]) From 81f92d068976a39db23f4502dbf5855a544bb73e Mon Sep 17 00:00:00 2001 From: balibabu Date: Wed, 20 Nov 2024 11:14:21 +0800 Subject: [PATCH 06/25] feat: Add Datasets component to home page #3221 (#3508) ### What problem does this PR solve? feat: Add Datasets component to home page #3221 ### Type of change - [x] New Feature (non-breaking change which adds functionality) --- web/package-lock.json | 36 ++++++ web/package.json | 1 + web/src/components/ui/navigation-menu.tsx | 128 ++++++++++++++++++++++ web/src/pages/home/applications.tsx | 80 ++++++++++++++ web/src/pages/home/banner.tsx | 32 ++---- web/src/pages/home/card.tsx | 39 ------- web/src/pages/home/datasets.tsx | 85 ++++++++++++++ web/src/pages/home/header.tsx | 2 +- web/src/pages/home/index.tsx | 8 +- web/src/pages/home/next-banner.tsx | 64 ----------- web/tailwind.config.js | 69 ++++++++++++ web/tailwind.css | 21 ++++ 12 files changed, 436 insertions(+), 129 deletions(-) create mode 100644 web/src/components/ui/navigation-menu.tsx create mode 100644 web/src/pages/home/applications.tsx delete mode 100644 web/src/pages/home/card.tsx create mode 100644 web/src/pages/home/datasets.tsx delete mode 100644 web/src/pages/home/next-banner.tsx diff --git a/web/package-lock.json b/web/package-lock.json index f34554639af..d071d5082f8 100644 --- a/web/package-lock.json +++ b/web/package-lock.json @@ -19,6 +19,7 @@ "@radix-ui/react-dropdown-menu": "^2.1.2", "@radix-ui/react-icons": "^1.3.1", "@radix-ui/react-label": "^2.1.0", + "@radix-ui/react-navigation-menu": "^1.2.1", "@radix-ui/react-popover": "^1.1.2", "@radix-ui/react-select": "^2.1.2", "@radix-ui/react-separator": "^1.1.0", @@ -4421,6 +4422,41 @@ } } }, + "node_modules/@radix-ui/react-navigation-menu": { + "version": "1.2.1", + "resolved": "https://registry.npmmirror.com/@radix-ui/react-navigation-menu/-/react-navigation-menu-1.2.1.tgz", + "integrity": "sha512-egDo0yJD2IK8L17gC82vptkvW1jLeni1VuqCyzY727dSJdk5cDjINomouLoNk8RVF7g2aNIfENKWL4UzeU9c8Q==", + "dependencies": { + "@radix-ui/primitive": "1.1.0", + "@radix-ui/react-collection": "1.1.0", + "@radix-ui/react-compose-refs": "1.1.0", + "@radix-ui/react-context": "1.1.1", + "@radix-ui/react-direction": "1.1.0", + "@radix-ui/react-dismissable-layer": "1.1.1", + "@radix-ui/react-id": "1.1.0", + "@radix-ui/react-presence": "1.1.1", + "@radix-ui/react-primitive": "2.0.0", + "@radix-ui/react-use-callback-ref": "1.1.0", + "@radix-ui/react-use-controllable-state": "1.1.0", + "@radix-ui/react-use-layout-effect": "1.1.0", + "@radix-ui/react-use-previous": "1.1.0", + "@radix-ui/react-visually-hidden": "1.1.0" + }, + "peerDependencies": { + "@types/react": "*", + "@types/react-dom": "*", + "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", + "react-dom": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" + }, + "peerDependenciesMeta": { + "@types/react": { + "optional": true + }, + "@types/react-dom": { + "optional": true + } + } + }, "node_modules/@radix-ui/react-popover": { "version": "1.1.2", "resolved": "https://registry.npmmirror.com/@radix-ui/react-popover/-/react-popover-1.1.2.tgz", diff --git a/web/package.json b/web/package.json index f9173610d0e..f54dd04c126 100644 --- a/web/package.json +++ b/web/package.json @@ -30,6 +30,7 @@ "@radix-ui/react-dropdown-menu": "^2.1.2", "@radix-ui/react-icons": "^1.3.1", "@radix-ui/react-label": "^2.1.0", + "@radix-ui/react-navigation-menu": "^1.2.1", "@radix-ui/react-popover": "^1.1.2", "@radix-ui/react-select": "^2.1.2", "@radix-ui/react-separator": "^1.1.0", diff --git a/web/src/components/ui/navigation-menu.tsx b/web/src/components/ui/navigation-menu.tsx new file mode 100644 index 00000000000..b2cdae8f6a9 --- /dev/null +++ b/web/src/components/ui/navigation-menu.tsx @@ -0,0 +1,128 @@ +import * as NavigationMenuPrimitive from '@radix-ui/react-navigation-menu'; +import { cva } from 'class-variance-authority'; +import { ChevronDown } from 'lucide-react'; +import * as React from 'react'; + +import { cn } from '@/lib/utils'; + +const NavigationMenuViewport = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( +
      + +
      +)); +NavigationMenuViewport.displayName = + NavigationMenuPrimitive.Viewport.displayName; + +const NavigationMenu = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + {children} + + +)); +NavigationMenu.displayName = NavigationMenuPrimitive.Root.displayName; + +const NavigationMenuList = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +NavigationMenuList.displayName = NavigationMenuPrimitive.List.displayName; + +const NavigationMenuItem = NavigationMenuPrimitive.Item; + +const navigationMenuTriggerStyle = cva( + 'group inline-flex h-10 w-max items-center justify-center rounded-md bg-background px-4 py-2 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground focus:bg-accent focus:text-accent-foreground focus:outline-none disabled:pointer-events-none disabled:opacity-50 data-[active]:bg-accent/50 data-[state=open]:bg-accent/50', +); + +const NavigationMenuTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + {children}{' '} + +)); +NavigationMenuTrigger.displayName = NavigationMenuPrimitive.Trigger.displayName; + +const NavigationMenuContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)); +NavigationMenuContent.displayName = NavigationMenuPrimitive.Content.displayName; + +const NavigationMenuLink = NavigationMenuPrimitive.Link; + +const NavigationMenuIndicator = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +
      + +)); +NavigationMenuIndicator.displayName = + NavigationMenuPrimitive.Indicator.displayName; + +export { + NavigationMenu, + NavigationMenuContent, + NavigationMenuIndicator, + NavigationMenuItem, + NavigationMenuLink, + NavigationMenuList, + NavigationMenuTrigger, + NavigationMenuViewport, + navigationMenuTriggerStyle, +}; diff --git a/web/src/pages/home/applications.tsx b/web/src/pages/home/applications.tsx new file mode 100644 index 00000000000..bd67fc83dce --- /dev/null +++ b/web/src/pages/home/applications.tsx @@ -0,0 +1,80 @@ +import { Button } from '@/components/ui/button'; +import { Card, CardContent } from '@/components/ui/card'; +import { ChevronRight, Cpu, MessageSquare, Search } from 'lucide-react'; + +const applications = [ + { + id: 1, + title: 'Jarvis chatbot', + type: 'Chat app', + date: '11/24/2024', + icon: , + }, + { + id: 2, + title: 'Search app 01', + type: 'Search app', + date: '11/24/2024', + icon: , + }, + { + id: 3, + title: 'Chatbot 01', + type: 'Chat app', + date: '11/24/2024', + icon: , + }, + { + id: 4, + title: 'Workflow 01', + type: 'Agent', + date: '11/24/2024', + icon: , + }, +]; + +export function Applications() { + return ( +
      +
      +

      Applications

      +
      + + + + +
      +
      +
      + {[...Array(12)].map((_, i) => { + const app = applications[i % 4]; + return ( + + +
      + {app.icon} +
      +
      +

      {app.title}

      +

      {app.type}

      +

      {app.date}

      +
      + +
      +
      + ); + })} +
      +
      + ); +} diff --git a/web/src/pages/home/banner.tsx b/web/src/pages/home/banner.tsx index d55947e6353..8b33101a61d 100644 --- a/web/src/pages/home/banner.tsx +++ b/web/src/pages/home/banner.tsx @@ -1,5 +1,5 @@ import { Card, CardContent } from '@/components/ui/card'; -import { ArrowRight } from 'lucide-react'; +import { ArrowRight, X } from 'lucide-react'; function BannerCard() { return ( @@ -17,34 +17,22 @@ function BannerCard() { ); } -function MyCard() { - return ( -
      -
      -
      -
      - System -
      -
      -
      - Setting up your LLM -
      -
      -
      -
      - ); -} - export function Banner() { return ( -
      +
      Welcome to RAGFlow
      -
      +
      + - +
      ); diff --git a/web/src/pages/home/card.tsx b/web/src/pages/home/card.tsx deleted file mode 100644 index 881b44a0bf3..00000000000 --- a/web/src/pages/home/card.tsx +++ /dev/null @@ -1,39 +0,0 @@ -import { Button } from '@/components/ui/button'; -import { - Card, - CardContent, - CardDescription, - CardFooter, - CardHeader, - CardTitle, -} from '@/components/ui/card'; -import { Input } from '@/components/ui/input'; -import { Label } from '@/components/ui/label'; - -export function CardWithForm() { - return ( - - - Create project - Deploy your new project in one-click. - - -
      -
      -
      - - -
      -
      - -
      -
      -
      -
      - - - - -
      - ); -} diff --git a/web/src/pages/home/datasets.tsx b/web/src/pages/home/datasets.tsx new file mode 100644 index 00000000000..fea9a01db82 --- /dev/null +++ b/web/src/pages/home/datasets.tsx @@ -0,0 +1,85 @@ +import { Button } from '@/components/ui/button'; +import { Card, CardContent } from '@/components/ui/card'; +import { ChevronRight, MoreHorizontal } from 'lucide-react'; + +const datasets = [ + { + id: 1, + title: 'Legal knowledge base', + files: '1,242 files', + size: '152 MB', + created: '12.02.2024', + image: '/image-3.png', + }, + { + id: 2, + title: 'HR knowledge base', + files: '1,242 files', + size: '152 MB', + created: '12.02.2024', + image: '/image.png', + }, + { + id: 3, + title: 'IT knowledge base', + files: '1,242 files', + size: '152 MB', + created: '12.02.2024', + image: '/rectangle-86.png', + }, + { + id: 4, + title: 'Legal knowledge base', + files: '1,242 files', + size: '152 MB', + created: '12.02.2024', + image: '/image-2.png', + }, +]; + +export function Datasets() { + return ( +
      +

      Datasets

      +
      + {datasets.map((dataset) => ( + + +
      +
      + +
      +
      +
      +

      + {dataset.title} +

      +

      + {dataset.files} | {dataset.size} +

      +

      + Created {dataset.created} +

      +
      + +
      + + + ))} + +
      +
      + ); +} diff --git a/web/src/pages/home/header.tsx b/web/src/pages/home/header.tsx index 4479c346e5d..bb0dbd74d93 100644 --- a/web/src/pages/home/header.tsx +++ b/web/src/pages/home/header.tsx @@ -64,7 +64,7 @@ export function HomeHeader() { }, [navigate]); return ( -
      +
      { return ( -
      +
      - + +
      ); diff --git a/web/src/pages/home/next-banner.tsx b/web/src/pages/home/next-banner.tsx deleted file mode 100644 index 53570d9d5ce..00000000000 --- a/web/src/pages/home/next-banner.tsx +++ /dev/null @@ -1,64 +0,0 @@ -import { Badge } from '@/components/ui/badge'; -import { Card, CardContent } from '@/components/ui/card'; -import { ArrowRight, X } from 'lucide-react'; - -const guideCards = [ - { - badge: 'System', - title: 'Setting up your LLM', - }, - { - badge: 'Chat app', - title: 'Configuration guides', - }, - { - badge: 'Search app', - title: 'Prompt setting guides', - }, -]; - -export default function WelcomeGuide(): JSX.Element { - return ( -
      -
      - -

      - Welcome to RAGFlow -

      - -
      - {guideCards.map((card, index) => ( - - -
      - - {card.badge} - -

      - {card.title} -

      -
      - -
      -
      - ))} -
      - - -
      - ); -} diff --git a/web/tailwind.config.js b/web/tailwind.config.js index 94fd67e9a1f..619b1905e81 100644 --- a/web/tailwind.config.js +++ b/web/tailwind.config.js @@ -69,6 +69,75 @@ module.exports = { DEFAULT: 'var(--background-core-weak)', foreground: 'var(--background-core-weak-foreground)', }, + + 'color-background-brand-default': { + DEFAULT: 'var(--color-background-brand-default)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'color-background-positive-default': { + DEFAULT: 'var(--color-background-positive-default)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-core-standard': { + DEFAULT: 'var(--colors-background-core-standard)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-core-strong': { + DEFAULT: 'var(--colors-background-core-strong)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-core-weak': { + DEFAULT: 'var(--colors-background-core-weak)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-solid-danger': { + DEFAULT: 'var(--colors-background-functional-solid-danger)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-solid-notice': { + DEFAULT: 'var(--colors-background-functional-solid-notice)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-solid-positive': { + DEFAULT: 'var(--colors-background-functional-solid-positive)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-transparent-danger': { + DEFAULT: 'var(--colors-background-functional-transparent-danger)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-transparent-notice': { + DEFAULT: 'var(--colors-background-functional-transparent-notice)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-functional-transparent-positive': { + DEFAULT: 'var(--colors-background-functional-transparent-positive)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-inverse-standard': { + DEFAULT: 'var(--colors-background-inverse-standard)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-inverse-strong': { + DEFAULT: 'var(--colors-background-inverse-strong)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-inverse-weak': { + DEFAULT: 'var(--colors-background-inverse-weak)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-neutral-standard': { + DEFAULT: 'var(--colors-background-neutral-standard)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-neutral-strong': { + DEFAULT: 'var(--colors-background-neutral-strong)', + foreground: 'var(--background-inverse-standard-foreground)', + }, + 'colors-background-neutral-weak': { + DEFAULT: 'var(--colors-background-neutral-weak)', + foreground: 'var(--background-inverse-standard-foreground)', + }, }, borderRadius: { lg: `var(--radius)`, diff --git a/web/tailwind.css b/web/tailwind.css index ed2e54ed969..3213eae8106 100644 --- a/web/tailwind.css +++ b/web/tailwind.css @@ -87,6 +87,27 @@ --background-core-weak: rgb(101, 75, 248); --background-core-weak-foreground: rgba(255, 255, 255, 1); + + --colors-background-core-standard: rgba(137, 126, 255, 1); + --colors-background-core-strong: rgba(152, 147, 255, 1); + --colors-background-core-weak: rgba(101, 75, 248, 1); + --colors-background-functional-solid-danger: rgba(255, 57, 92, 1); + --colors-background-functional-solid-notice: rgba(255, 208, 94, 1); + --colors-background-functional-solid-positive: rgba(74, 225, 145, 1); + --colors-background-functional-transparent-danger: rgba(234, 50, 83, 0.2); + --colors-background-functional-transparent-notice: rgba(248, 208, 111, 0.5); + --colors-background-functional-transparent-positive: rgba( + 65, + 203, + 130, + 0.5 + ); + --colors-background-inverse-standard: rgba(230, 227, 246, 0.15); + --colors-background-inverse-strong: rgba(255, 255, 255, 0.15); + --colors-background-inverse-weak: rgba(184, 181, 203, 0.15); + --colors-background-neutral-standard: rgba(11, 10, 18, 1); + --colors-background-neutral-strong: rgba(29, 26, 44, 1); + --colors-background-neutral-weak: rgba(17, 16, 23, 1); } } From 9314b030a9fb893e11d92b36c40418abc063adcf Mon Sep 17 00:00:00 2001 From: Kevin Hu Date: Wed, 20 Nov 2024 11:19:36 +0800 Subject: [PATCH 07/25] fix: keyerror issue (#3512) ### What problem does this PR solve? #3511 ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --- api/apps/sdk/session.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/api/apps/sdk/session.py b/api/apps/sdk/session.py index e6380607b11..42cc14d2f83 100644 --- a/api/apps/sdk/session.py +++ b/api/apps/sdk/session.py @@ -165,11 +165,11 @@ def fillin_conv(ans): "document_id": chunk["doc_id"], "document_name": chunk["docnm_kwd"], "dataset_id": chunk["kb_id"], - "image_id": chunk["img_id"], + "image_id": chunk.get("img_id", ""), "similarity": chunk["similarity"], "vector_similarity": chunk["vector_similarity"], "term_similarity": chunk["term_similarity"], - "positions": chunk["positions"], + "positions": chunk.get("positions", []), } chunk_list.append(new_chunk) reference["chunks"] = chunk_list From 95dc59ded30ac57c7fa68c16f30b3dbd28c5fbfc Mon Sep 17 00:00:00 2001 From: Zhichang Yu Date: Wed, 20 Nov 2024 11:47:39 +0800 Subject: [PATCH 08/25] Added kb_id filter to knn. Fix #3458 (#3513) ### What problem does this PR solve? Added kb_id filter to knn. Fix #3458 - [x] Bug Fix (non-breaking change which fixes an issue) --- deepdoc/parser/pdf_parser.py | 2 +- rag/nlp/synonym.py | 2 +- rag/utils/es_conn.py | 78 +++++++++++++++++------------------- 3 files changed, 39 insertions(+), 43 deletions(-) diff --git a/deepdoc/parser/pdf_parser.py b/deepdoc/parser/pdf_parser.py index 2f70ba7f10d..331d5da1726 100644 --- a/deepdoc/parser/pdf_parser.py +++ b/deepdoc/parser/pdf_parser.py @@ -757,7 +757,7 @@ def cropout(bxs, ltype, poss): if ii is not None: b = louts[ii] else: - logging.warn( + logging.warning( f"Missing layout match: {pn + 1},%s" % (bxs[0].get( "layoutno", ""))) diff --git a/rag/nlp/synonym.py b/rag/nlp/synonym.py index 1a9a3f533f8..ba9f0a04a8d 100644 --- a/rag/nlp/synonym.py +++ b/rag/nlp/synonym.py @@ -33,7 +33,7 @@ def __init__(self, redis=None): try: self.dictionary = json.load(open(path, 'r')) except Exception: - logging.warn("Missing synonym.json") + logging.warning("Missing synonym.json") self.dictionary = {} if not redis: diff --git a/rag/utils/es_conn.py b/rag/utils/es_conn.py index 503bcb43de6..c7c66513ce7 100644 --- a/rag/utils/es_conn.py +++ b/rag/utils/es_conn.py @@ -35,7 +35,7 @@ def __init__(self): self.info = self.es.info() break except Exception as e: - logging.warn(f"{str(e)}. Waiting Elasticsearch {settings.ES['hosts']} to be healthy.") + logging.warning(f"{str(e)}. Waiting Elasticsearch {settings.ES['hosts']} to be healthy.") time.sleep(5) if not self.es.ping(): msg = f"Elasticsearch {settings.ES['hosts']} didn't become healthy in 120s." @@ -80,7 +80,7 @@ def createIdx(self, indexName: str, knowledgebaseId: str, vectorSize: int): settings=self.mapping["settings"], mappings=self.mapping["mappings"]) except Exception: - logging.exception("ES create index error %s" % (indexName)) + logging.exception("ESConnection.createIndex error %s" % (indexName)) def deleteIdx(self, indexName: str, knowledgebaseId: str): try: @@ -88,7 +88,7 @@ def deleteIdx(self, indexName: str, knowledgebaseId: str): except NotFoundError: pass except Exception: - logging.exception("ES delete index error %s" % (indexName)) + logging.exception("ESConnection.deleteIdx error %s" % (indexName)) def indexExist(self, indexName: str, knowledgebaseId: str) -> bool: s = Index(indexName, self.es) @@ -96,7 +96,7 @@ def indexExist(self, indexName: str, knowledgebaseId: str) -> bool: try: return s.exists() except Exception as e: - logging.exception("ES indexExist") + logging.exception("ESConnection.indexExist got exception") if str(e).find("Timeout") > 0 or str(e).find("Conflict") > 0: continue return False @@ -115,8 +115,21 @@ def search(self, selectFields: list[str], highlightFields: list[str], condition: indexNames = indexNames.split(",") assert isinstance(indexNames, list) and len(indexNames) > 0 assert "_id" not in condition + + bqry = Q("bool", must=[]) + condition["kb_id"] = knowledgebaseIds + for k, v in condition.items(): + if not isinstance(k, str) or not v: + continue + if isinstance(v, list): + bqry.filter.append(Q("terms", **{k: v})) + elif isinstance(v, str) or isinstance(v, int): + bqry.filter.append(Q("term", **{k: v})) + else: + raise Exception( + f"Condition `{str(k)}={str(v)}` value type is {str(type(v))}, expected to be int, str or list.") + s = Search() - bqry = None vector_similarity_weight = 0.5 for m in matchExprs: if isinstance(m, FusionExpr) and m.method == "weighted_sum" and "weights" in m.fusion_params: @@ -130,13 +143,12 @@ def search(self, selectFields: list[str], highlightFields: list[str], condition: minimum_should_match = "0%" if "minimum_should_match" in m.extra_options: minimum_should_match = str(int(m.extra_options["minimum_should_match"] * 100)) + "%" - bqry = Q("bool", - must=Q("query_string", fields=m.fields, + bqry.must.append(Q("query_string", fields=m.fields, type="best_fields", query=m.matching_text, minimum_should_match=minimum_should_match, - boost=1), - boost=1.0 - vector_similarity_weight, - ) + boost=1)) + bqry.boost = 1.0 - vector_similarity_weight + elif isinstance(m, MatchDenseExpr): assert (bqry is not None) similarity = 0.0 @@ -150,21 +162,6 @@ def search(self, selectFields: list[str], highlightFields: list[str], condition: similarity=similarity, ) - condition["kb_id"] = knowledgebaseIds - if condition: - if not bqry: - bqry = Q("bool", must=[]) - for k, v in condition.items(): - if not isinstance(k, str) or not v: - continue - if isinstance(v, list): - bqry.filter.append(Q("terms", **{k: v})) - elif isinstance(v, str) or isinstance(v, int): - bqry.filter.append(Q("term", **{k: v})) - else: - raise Exception( - f"Condition `{str(k)}={str(v)}` value type is {str(type(v))}, expected to be int, str or list.") - if bqry: s = s.query(bqry) for field in highlightFields: @@ -181,8 +178,7 @@ def search(self, selectFields: list[str], highlightFields: list[str], condition: if limit > 0: s = s[offset:limit] q = s.to_dict() - print(json.dumps(q), flush=True) - logging.debug("ESConnection.search [Q]: " + json.dumps(q)) + logging.debug(f"ESConnection.search {str(indexNames)} query: " + json.dumps(q)) for i in range(3): try: @@ -194,15 +190,15 @@ def search(self, selectFields: list[str], highlightFields: list[str], condition: _source=True) if str(res.get("timed_out", "")).lower() == "true": raise Exception("Es Timeout.") - logging.debug("ESConnection.search res: " + str(res)) + logging.debug(f"ESConnection.search {str(indexNames)} res: " + str(res)) return res except Exception as e: - logging.exception("ES search [Q]: " + str(q)) + logging.exception(f"ESConnection.search {str(indexNames)} query: " + str(q)) if str(e).find("Timeout") > 0: continue raise e - logging.error("ES search timeout for 3 times!") - raise Exception("ES search timeout.") + logging.error("ESConnection.search timeout for 3 times!") + raise Exception("ESConnection.search timeout.") def get(self, chunkId: str, indexName: str, knowledgebaseIds: list[str]) -> dict | None: for i in range(3): @@ -217,12 +213,12 @@ def get(self, chunkId: str, indexName: str, knowledgebaseIds: list[str]) -> dict chunk["id"] = chunkId return chunk except Exception as e: - logging.exception(f"ES get({chunkId}) got exception") + logging.exception(f"ESConnection.get({chunkId}) got exception") if str(e).find("Timeout") > 0: continue raise e - logging.error("ES search timeout for 3 times!") - raise Exception("ES search timeout.") + logging.error("ESConnection.get timeout for 3 times!") + raise Exception("ESConnection.get timeout.") def insert(self, documents: list[dict], indexName: str, knowledgebaseId: str) -> list[str]: # Refers to https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-bulk.html @@ -250,7 +246,7 @@ def insert(self, documents: list[dict], indexName: str, knowledgebaseId: str) -> res.append(str(item[action]["_id"]) + ":" + str(item[action]["error"])) return res except Exception as e: - logging.warning("Fail to bulk: " + str(e)) + logging.warning("ESConnection.insert got exception: " + str(e)) if re.search(r"(Timeout|time out)", str(e), re.IGNORECASE): time.sleep(3) continue @@ -268,7 +264,7 @@ def update(self, condition: dict, newValue: dict, indexName: str, knowledgebaseI return True except Exception as e: logging.exception( - f"ES failed to update(index={indexName}, id={id}, doc={json.dumps(condition, ensure_ascii=False)})") + f"ESConnection.update(index={indexName}, id={id}, doc={json.dumps(condition, ensure_ascii=False)}) got exception") if str(e).find("Timeout") > 0: continue else: @@ -307,7 +303,7 @@ def update(self, condition: dict, newValue: dict, indexName: str, knowledgebaseI _ = ubq.execute() return True except Exception as e: - logging.error("ES update exception: " + str(e) + "[Q]:" + str(bqry.to_dict())) + logging.error("ESConnection.update got exception: " + str(e)) if str(e).find("Timeout") > 0 or str(e).find("Conflict") > 0: continue return False @@ -329,7 +325,7 @@ def delete(self, condition: dict, indexName: str, knowledgebaseId: str) -> int: qry.must.append(Q("term", **{k: v})) else: raise Exception("Condition value must be int, str or list.") - logging.debug("ESConnection.delete [Q]: " + json.dumps(qry.to_dict())) + logging.debug("ESConnection.delete query: " + json.dumps(qry.to_dict())) for _ in range(10): try: res = self.es.delete_by_query( @@ -338,7 +334,7 @@ def delete(self, condition: dict, indexName: str, knowledgebaseId: str) -> int: refresh=True) return res["deleted"] except Exception as e: - logging.warning("Fail to delete: " + str(filter) + str(e)) + logging.warning("ESConnection.delete got exception: " + str(e)) if re.search(r"(Timeout|time out)", str(e), re.IGNORECASE): time.sleep(3) continue @@ -447,10 +443,10 @@ def sql(self, sql: str, fetch_size: int, format: str): request_timeout="2s") return res except ConnectionTimeout: - logging.exception("ESConnection.sql timeout [Q]: " + sql) + logging.exception("ESConnection.sql timeout") continue except Exception: - logging.exception("ESConnection.sql got exception [Q]: " + sql) + logging.exception("ESConnection.sql got exception") return None logging.error("ESConnection.sql timeout for 3 times!") return None From 2062d7fdf1659d3d764defb38ea943af113ae33e Mon Sep 17 00:00:00 2001 From: Kevin Hu Date: Wed, 20 Nov 2024 12:16:36 +0800 Subject: [PATCH 09/25] Make spark model robuster to model name (#3514) ### What problem does this PR solve? ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --- conf/llm_factories.json | 8 ++++---- rag/llm/chat_model.py | 6 +++++- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/conf/llm_factories.json b/conf/llm_factories.json index fced65e5238..69997b493e4 100644 --- a/conf/llm_factories.json +++ b/conf/llm_factories.json @@ -3,7 +3,7 @@ { "name": "OpenAI", "logo": "", - "tags": "LLM,TEXT EMBEDDING,SPEECH2TEXT,MODERATION", + "tags": "LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION", "status": "1", "llm": [ { @@ -89,7 +89,7 @@ { "name": "Tongyi-Qianwen", "logo": "", - "tags": "LLM,TEXT EMBEDDING,TEXT RE-RANK,SPEECH2TEXT,MODERATION", + "tags": "LLM,TEXT EMBEDDING,TEXT RE-RANK,TTS,SPEECH2TEXT,MODERATION", "status": "1", "llm": [ { @@ -352,7 +352,7 @@ { "name": "Xinference", "logo": "", - "tags": "LLM,TEXT EMBEDDING,SPEECH2TEXT,MODERATION,TEXT RE-RANK", + "tags": "LLM,TEXT EMBEDDING,TTS,SPEECH2TEXT,MODERATION,TEXT RE-RANK", "status": "1", "llm": [] }, @@ -2303,7 +2303,7 @@ { "name": "XunFei Spark", "logo": "", - "tags": "LLM", + "tags": "LLM,TTS", "status": "1", "llm": [] }, diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index 716d020aeed..084bbc55eac 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -1164,7 +1164,11 @@ def __init__( "Spark-Pro-128K": "pro-128k", "Spark-4.0-Ultra": "4.0Ultra", } - model_version = model2version[model_name] + version2model = {v: k for k, v in model2version.items()} + assert model_name in model2version or model_name in version2model, f"The given model name is not supported yet. Support: {list(model2version.keys())}" + if model_name in model2version: + model_version = model2version[model_name] + else: model_version = model_name super().__init__(key, model_version, base_url) From 273678df41522c361ac94b1033c1364214e07e22 Mon Sep 17 00:00:00 2001 From: Kevin Hu Date: Wed, 20 Nov 2024 13:47:03 +0800 Subject: [PATCH 10/25] Fix: potential risk (#3515) ### What problem does this PR solve? ### Type of change - [x] Refactoring --- api/apps/tenant_app.py | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/api/apps/tenant_app.py b/api/apps/tenant_app.py index 4ce652b1c01..7612fafc8d0 100644 --- a/api/apps/tenant_app.py +++ b/api/apps/tenant_app.py @@ -17,6 +17,7 @@ from flask import request from flask_login import login_required, current_user +from api import settings from api.db import UserTenantRole, StatusEnum from api.db.db_models import UserTenant from api.db.services.user_service import UserTenantService, UserService @@ -28,6 +29,12 @@ @manager.route("//user/list", methods=["GET"]) @login_required def user_list(tenant_id): + if current_user.id != tenant_id: + return get_json_result( + data=False, + message='No authorization.', + code=settings.RetCode.AUTHENTICATION_ERROR) + try: users = UserTenantService.get_by_tenant_id(tenant_id) for u in users: @@ -41,6 +48,12 @@ def user_list(tenant_id): @login_required @validate_request("email") def create(tenant_id): + if current_user.id != tenant_id: + return get_json_result( + data=False, + message='No authorization.', + code=settings.RetCode.AUTHENTICATION_ERROR) + req = request.json usrs = UserService.query(email=req["email"]) if not usrs: @@ -70,6 +83,12 @@ def create(tenant_id): @manager.route('//user/', methods=['DELETE']) @login_required def rm(tenant_id, user_id): + if current_user.id != tenant_id: + return get_json_result( + data=False, + message='No authorization.', + code=settings.RetCode.AUTHENTICATION_ERROR) + try: UserTenantService.filter_delete([UserTenant.tenant_id == tenant_id, UserTenant.user_id == user_id]) return get_json_result(data=True) @@ -92,6 +111,12 @@ def tenant_list(): @manager.route("/agree/", methods=["PUT"]) @login_required def agree(tenant_id): + if current_user.id != tenant_id: + return get_json_result( + data=False, + message='No authorization.', + code=settings.RetCode.AUTHENTICATION_ERROR) + try: UserTenantService.filter_update([UserTenant.tenant_id == tenant_id, UserTenant.user_id == current_user.id], {"role": UserTenantRole.NORMAL}) return get_json_result(data=True) From c55231bcd85050b6bf83489007635607db3cce98 Mon Sep 17 00:00:00 2001 From: Zhichang Yu Date: Wed, 20 Nov 2024 13:52:28 +0800 Subject: [PATCH 11/25] Fix set_output type hint (#3516) ### What problem does this PR solve? Fix set_output type hint ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --- agent/component/base.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agent/component/base.py b/agent/component/base.py index 5624b7bff36..62b1acdad81 100644 --- a/agent/component/base.py +++ b/agent/component/base.py @@ -440,7 +440,7 @@ def reset(self): setattr(self._param, self._param.output_var_name, None) self._param.inputs = [] - def set_output(self, v: pd.DataFrame): + def set_output(self, v: partial | pd.DataFrame): setattr(self._param, self._param.output_var_name, v) def get_input(self): From 2160487007facdce635b4ce5d00ef5eee13f91f2 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Wed, 4 Dec 2024 11:05:59 +0800 Subject: [PATCH 12/25] test: add session.py logs --- api/apps/sdk/session.py | 1 + 1 file changed, 1 insertion(+) diff --git a/api/apps/sdk/session.py b/api/apps/sdk/session.py index 9c3dee32e5b..b7873c261e6 100644 --- a/api/apps/sdk/session.py +++ b/api/apps/sdk/session.py @@ -189,6 +189,7 @@ def stream(): nonlocal dia, msg, req, conv try: for ans in chat(dia, msg, **req): + print("ans:", ans) fillin_conv(ans) yield "data:" + json.dumps({"code": 0, "data": ans}, ensure_ascii=False) + "\n\n" ConversationService.update_by_id(conv.id, conv.to_dict()) From c0dfab50842f112828ec37992c65db39169caa64 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Wed, 4 Dec 2024 11:22:31 +0800 Subject: [PATCH 13/25] test: add dialog_service.py logs --- api/db/services/dialog_service.py | 1 + 1 file changed, 1 insertion(+) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index 9bdd5344448..d7562cf27e5 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -278,6 +278,7 @@ def decorate_answer(answer): answer = "" for ans in chat_mdl.chat_streamly(prompt, msg[1:], gen_conf): answer = ans + logging.info("answer_stream : {}".format(ans)) delta_ans = ans[len(last_ans):] if num_tokens_from_string(delta_ans) < 16: continue From 742a871f8bc5d55b04c50f4533c39fd207ffad34 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Wed, 4 Dec 2024 14:13:05 +0800 Subject: [PATCH 14/25] test: chat_streamly stream --- rag/llm/cv_model.py | 66 +++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 61 insertions(+), 5 deletions(-) diff --git a/rag/llm/cv_model.py b/rag/llm/cv_model.py index 70e9f24ea50..841eeae4ec8 100644 --- a/rag/llm/cv_model.py +++ b/rag/llm/cv_model.py @@ -57,12 +57,48 @@ def chat(self, system, history, gen_conf, image=""): except Exception as e: return "**ERROR**: " + str(e), 0 + # def chat_streamly(self, system, history, gen_conf, image=""): + # if system: + # history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] + # + # ans = "" + # tk_count = 0 + # try: + # for his in history: + # if his["role"] == "user": + # his["content"] = self.chat_prompt(his["content"], image) + # + # response = self.client.chat.completions.create( + # model=self.model_name, + # messages=history, + # max_tokens=gen_conf.get("max_tokens", 1000), + # temperature=gen_conf.get("temperature", 0.3), + # top_p=gen_conf.get("top_p", 0.7), + # stream=True + # ) + # for resp in response: + # if not resp.choices[0].delta.content: continue + # delta = resp.choices[0].delta.content + # ans += delta + # if resp.choices[0].finish_reason == "length": + # ans += "...\nFor the content length reason, it stopped, continue?" if is_english( + # [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" + # tk_count = resp.usage.total_tokens + # if resp.choices[0].finish_reason == "stop": tk_count = resp.usage.total_tokens + # yield ans + # except Exception as e: + # yield ans + "\n**ERROR**: " + str(e) + # + # yield tk_count + def chat_streamly(self, system, history, gen_conf, image=""): if system: history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] ans = "" tk_count = 0 + last_sent_length = 0 # 跟踪上一次发送的内容长度 + try: for his in history: if his["role"] == "user": @@ -77,19 +113,39 @@ def chat_streamly(self, system, history, gen_conf, image=""): stream=True ) for resp in response: - if not resp.choices[0].delta.content: continue + if not resp.choices[0].delta.content: + continue delta = resp.choices[0].delta.content ans += delta + + # 计算新增部分 + new_text = delta + position = last_sent_length # 新增部分的起始位置 + last_sent_length += len(new_text) + + # 构建增量协议 + incremental_update = { + "new_text": new_text, + "position": position + } + if resp.choices[0].finish_reason == "length": - ans += "...\nFor the content length reason, it stopped, continue?" if is_english( + message = "...\nFor the content length reason, it stopped, continue?" if is_english( [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" + incremental_update["new_text"] = message + incremental_update["position"] = last_sent_length tk_count = resp.usage.total_tokens - if resp.choices[0].finish_reason == "stop": tk_count = resp.usage.total_tokens - yield ans + + if resp.choices[0].finish_reason == "stop": + tk_count = resp.usage.total_tokens + + yield incremental_update + except Exception as e: - yield ans + "\n**ERROR**: " + str(e) + yield {"error": f"**ERROR**: {str(e)}"} yield tk_count + def image2base64(self, image): if isinstance(image, bytes): From d090b1c3f3e80a7fc7c60833d595442bf5ffdae1 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Thu, 5 Dec 2024 10:55:41 +0800 Subject: [PATCH 15/25] test: chat_streamly delta --- api/apps/sdk/session.py | 3 +- api/db/services/dialog_service.py | 86 ++++++++++++++++++++++++++----- poetry.toml | 4 +- rag/llm/chat_model.py | 78 +++++++++++++++++++++++----- 4 files changed, 144 insertions(+), 27 deletions(-) diff --git a/api/apps/sdk/session.py b/api/apps/sdk/session.py index 79fd2faa641..74204bf7130 100644 --- a/api/apps/sdk/session.py +++ b/api/apps/sdk/session.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import logging import re import json from copy import deepcopy @@ -189,7 +190,7 @@ def stream(): nonlocal dia, msg, req, conv try: for ans in chat(dia, msg, **req): - print("ans:", ans) + #logging.info("ans : {}".format(ans)) fillin_conv(ans) yield "data:" + json.dumps({"code": 0, "data": ans}, ensure_ascii=False) + "\n\n" ConversationService.update_by_id(conv.id, conv.to_dict()) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index d7562cf27e5..2f9b933f3ed 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -29,6 +29,7 @@ from api.db.services.llm_service import LLMService, TenantLLMService, LLMBundle from api import settings from rag.app.resume import forbidden_select_fields4resume +from rag.llm import LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN from rag.nlp.search import index_name from rag.utils import rmSpace, num_tokens_from_string, encoder from api.utils.file_utils import get_project_base_directory @@ -273,21 +274,80 @@ def decorate_answer(answer): (done_tm - retrieval_tm) * 1000) return {"answer": answer, "reference": refs, "prompt": prompt} + # if stream: + # last_ans = "" + # answer = "" + # for ans in chat_mdl.chat_streamly(prompt, msg[1:], gen_conf): + # answer = ans + # logging.info("answer_stream : {}".format(ans)) + # delta_ans = ans[len(last_ans):] + # if num_tokens_from_string(delta_ans) < 16: + # continue + # last_ans = answer + # yield {"answer": answer, "reference": {}, "audio_binary": tts(tts_mdl, delta_ans)} + # delta_ans = answer[len(last_ans):] + # if delta_ans: + # yield {"answer": answer, "reference": {}, "audio_binary": tts(tts_mdl, delta_ans)} + # yield decorate_answer(answer) + if stream: - last_ans = "" + logging.info("stream_mode : {}".format(msg[1:])) answer = "" - for ans in chat_mdl.chat_streamly(prompt, msg[1:], gen_conf): - answer = ans - logging.info("answer_stream : {}".format(ans)) - delta_ans = ans[len(last_ans):] - if num_tokens_from_string(delta_ans) < 16: - continue - last_ans = answer - yield {"answer": answer, "reference": {}, "audio_binary": tts(tts_mdl, delta_ans)} - delta_ans = answer[len(last_ans):] - if delta_ans: - yield {"answer": answer, "reference": {}, "audio_binary": tts(tts_mdl, delta_ans)} - yield decorate_answer(answer) + for delta in chat_mdl.chat_streamly(prompt, msg[1:], gen_conf): + # 检查是否为总令牌数或通知信息 + if isinstance(delta, str): + if delta.isdigit(): + # 处理总令牌数(如果需要) + total_tokens = int(delta) + # logging.info(f"Total tokens used: {total_tokens}") + continue + elif delta in [LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN]: + # 处理长度通知信息 + answer += delta + # logging.info(f"Length notification: {delta}") + audio = tts(tts_mdl, delta) + yield {"answer": answer, "reference": {}, "audio_binary": audio} + continue + elif "\n**ERROR**:" in delta: + # 处理错误信息 + answer += delta + # logging.error(f"Error in response: {delta}") + yield {"answer": answer, "reference": {}, "audio_binary": b''} # 错误时不生成音频 + continue + + # 处理增量文本 + delta_ans = delta + # if num_tokens_from_string(delta_ans) < 16: + # continue # 根据需求调整阈值 + + # 更新完整的答案 + answer += delta_ans + + # 生成音频 + audio = tts(tts_mdl, delta_ans) + # logging.info(f"Generated audio for delta: {delta_ans}") + yield {"answer": delta_ans, "reference": {}, "audio_binary": audio} + elif isinstance(delta, dict): + # 如果 chat_streamly 仍返回字典(不推荐) + # 例如: {"new_text": "新增内容", "position": 10} + new_text = delta.get("new_text", "") + if not new_text: + continue + if num_tokens_from_string(new_text) < 16: + continue + + # 更新完整的答案 + answer += new_text + + # 生成音频 + audio = tts(tts_mdl, new_text) + logging.info(f"Generated audio for new_text: {new_text}") + yield {"answer": answer, "reference": {}, "audio_binary": audio} + + # 最终装饰答案 + decorated_answer = decorate_answer(answer) + logging.info(f"Final decorated answer: {decorated_answer}") + yield decorated_answer else: answer = chat_mdl.chat(prompt, msg[1:], gen_conf) logging.debug("User: {}|Assistant: {}".format( diff --git a/poetry.toml b/poetry.toml index 9a48dd825ab..9924e030b26 100644 --- a/poetry.toml +++ b/poetry.toml @@ -1,4 +1,6 @@ [virtualenvs] in-project = true create = true -prefer-active-python = true \ No newline at end of file +prefer-active-python = true +[repositories.tuna] +url = "https://pypi.tuna.tsinghua.edu.cn/simple" diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index c65078d2d3f..ffb4dc7b549 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import logging import re from openai.lib.azure import AzureOpenAI @@ -57,9 +58,49 @@ def chat(self, system, history, gen_conf): except openai.APIError as e: return "**ERROR**: " + str(e), 0 + # def chat_streamly(self, system, history, gen_conf): + # if system: + # history.insert(0, {"role": "system", "content": system}) + # ans = "" + # total_tokens = 0 + # try: + # response = self.client.chat.completions.create( + # model=self.model_name, + # messages=history, + # stream=True, + # **gen_conf) + # for resp in response: + # if not resp.choices: continue + # if not resp.choices[0].delta.content: + # resp.choices[0].delta.content = "" + # ans += resp.choices[0].delta.content + # + # if not hasattr(resp, "usage") or not resp.usage: + # total_tokens = ( + # total_tokens + # + num_tokens_from_string(resp.choices[0].delta.content) + # ) + # elif isinstance(resp.usage, dict): + # total_tokens = resp.usage.get("total_tokens", total_tokens) + # else: total_tokens = resp.usage.total_tokens + # + # if resp.choices[0].finish_reason == "length": + # if is_chinese(ans): + # ans += LENGTH_NOTIFICATION_CN + # else: + # ans += LENGTH_NOTIFICATION_EN + # yield ans + # + # except openai.APIError as e: + # yield ans + "\n**ERROR**: " + str(e) + # + # yield total_tokens + def chat_streamly(self, system, history, gen_conf): + logging.info("lizheng_test: chat_streamly") if system: history.insert(0, {"role": "system", "content": system}) + ans = "" total_tokens = 0 try: @@ -67,32 +108,45 @@ def chat_streamly(self, system, history, gen_conf): model=self.model_name, messages=history, stream=True, - **gen_conf) + **gen_conf + ) for resp in response: - if not resp.choices: continue - if not resp.choices[0].delta.content: - resp.choices[0].delta.content = "" - ans += resp.choices[0].delta.content + if not resp.choices: + continue + # 获取delta内容,确保其为字符串 + delta_content = resp.choices[0].delta.content or "" + if not delta_content: + continue + # 累积答案 + ans += delta_content + # 更新令牌计数 if not hasattr(resp, "usage") or not resp.usage: total_tokens = ( - total_tokens - + num_tokens_from_string(resp.choices[0].delta.content) - ) + total_tokens + + num_tokens_from_string(delta_content) + ) elif isinstance(resp.usage, dict): total_tokens = resp.usage.get("total_tokens", total_tokens) - else: total_tokens = resp.usage.total_tokens + else: + total_tokens = resp.usage.total_tokens + # 仅返回新增的部分 + yield delta_content + + # 处理完成原因 if resp.choices[0].finish_reason == "length": if is_chinese(ans): - ans += LENGTH_NOTIFICATION_CN + notification = LENGTH_NOTIFICATION_CN else: - ans += LENGTH_NOTIFICATION_EN - yield ans + notification = LENGTH_NOTIFICATION_EN + yield notification except openai.APIError as e: + # 返回错误信息 yield ans + "\n**ERROR**: " + str(e) + # 返回总令牌数 yield total_tokens From 7c9c42f551661aab815a61c1018f57a6b7bea484 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Thu, 5 Dec 2024 14:59:36 +0800 Subject: [PATCH 16/25] Test: Comment log printing --- api/apps/sdk/session.py | 1 - api/db/services/dialog_service.py | 6 +- rag/llm/cv_model.py | 121 +++++++++++++++--------------- 3 files changed, 66 insertions(+), 62 deletions(-) diff --git a/api/apps/sdk/session.py b/api/apps/sdk/session.py index 74204bf7130..281fc4f4100 100644 --- a/api/apps/sdk/session.py +++ b/api/apps/sdk/session.py @@ -190,7 +190,6 @@ def stream(): nonlocal dia, msg, req, conv try: for ans in chat(dia, msg, **req): - #logging.info("ans : {}".format(ans)) fillin_conv(ans) yield "data:" + json.dumps({"code": 0, "data": ans}, ensure_ascii=False) + "\n\n" ConversationService.update_by_id(conv.id, conv.to_dict()) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index 2f9b933f3ed..539fd004ccb 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -274,6 +274,8 @@ def decorate_answer(answer): (done_tm - retrieval_tm) * 1000) return {"answer": answer, "reference": refs, "prompt": prompt} + + #注释原先流式代码 # if stream: # last_ans = "" # answer = "" @@ -341,12 +343,12 @@ def decorate_answer(answer): # 生成音频 audio = tts(tts_mdl, new_text) - logging.info(f"Generated audio for new_text: {new_text}") + # logging.info(f"Generated audio for new_text: {new_text}") yield {"answer": answer, "reference": {}, "audio_binary": audio} # 最终装饰答案 decorated_answer = decorate_answer(answer) - logging.info(f"Final decorated answer: {decorated_answer}") + # logging.info(f"Final decorated answer: {decorated_answer}") yield decorated_answer else: answer = chat_mdl.chat(prompt, msg[1:], gen_conf) diff --git a/rag/llm/cv_model.py b/rag/llm/cv_model.py index 841eeae4ec8..646c05381fc 100644 --- a/rag/llm/cv_model.py +++ b/rag/llm/cv_model.py @@ -29,6 +29,7 @@ from rag.nlp import is_english from api.utils import get_uuid from api.utils.file_utils import get_project_base_directory +from google.generativeai import client, GenerativeModel, GenerationConfig class Base(ABC): @@ -57,39 +58,6 @@ def chat(self, system, history, gen_conf, image=""): except Exception as e: return "**ERROR**: " + str(e), 0 - # def chat_streamly(self, system, history, gen_conf, image=""): - # if system: - # history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] - # - # ans = "" - # tk_count = 0 - # try: - # for his in history: - # if his["role"] == "user": - # his["content"] = self.chat_prompt(his["content"], image) - # - # response = self.client.chat.completions.create( - # model=self.model_name, - # messages=history, - # max_tokens=gen_conf.get("max_tokens", 1000), - # temperature=gen_conf.get("temperature", 0.3), - # top_p=gen_conf.get("top_p", 0.7), - # stream=True - # ) - # for resp in response: - # if not resp.choices[0].delta.content: continue - # delta = resp.choices[0].delta.content - # ans += delta - # if resp.choices[0].finish_reason == "length": - # ans += "...\nFor the content length reason, it stopped, continue?" if is_english( - # [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" - # tk_count = resp.usage.total_tokens - # if resp.choices[0].finish_reason == "stop": tk_count = resp.usage.total_tokens - # yield ans - # except Exception as e: - # yield ans + "\n**ERROR**: " + str(e) - # - # yield tk_count def chat_streamly(self, system, history, gen_conf, image=""): if system: @@ -97,8 +65,6 @@ def chat_streamly(self, system, history, gen_conf, image=""): ans = "" tk_count = 0 - last_sent_length = 0 # 跟踪上一次发送的内容长度 - try: for his in history: if his["role"] == "user": @@ -113,39 +79,76 @@ def chat_streamly(self, system, history, gen_conf, image=""): stream=True ) for resp in response: - if not resp.choices[0].delta.content: - continue + if not resp.choices[0].delta.content: continue delta = resp.choices[0].delta.content ans += delta - - # 计算新增部分 - new_text = delta - position = last_sent_length # 新增部分的起始位置 - last_sent_length += len(new_text) - - # 构建增量协议 - incremental_update = { - "new_text": new_text, - "position": position - } - if resp.choices[0].finish_reason == "length": - message = "...\nFor the content length reason, it stopped, continue?" if is_english( + ans += "...\nFor the content length reason, it stopped, continue?" if is_english( [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" - incremental_update["new_text"] = message - incremental_update["position"] = last_sent_length tk_count = resp.usage.total_tokens - - if resp.choices[0].finish_reason == "stop": - tk_count = resp.usage.total_tokens - - yield incremental_update - + if resp.choices[0].finish_reason == "stop": tk_count = resp.usage.total_tokens + yield ans except Exception as e: - yield {"error": f"**ERROR**: {str(e)}"} + yield ans + "\n**ERROR**: " + str(e) yield tk_count + # Comment on the original LLM code + # def chat_streamly(self, system, history, gen_conf, image=""): + # if system: + # history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] + # + # ans = "" + # tk_count = 0 + # last_sent_length = 0 # 跟踪上一次发送的内容长度 + # + # try: + # for his in history: + # if his["role"] == "user": + # his["content"] = self.chat_prompt(his["content"], image) + # + # response = self.client.chat.completions.create( + # model=self.model_name, + # messages=history, + # max_tokens=gen_conf.get("max_tokens", 1000), + # temperature=gen_conf.get("temperature", 0.3), + # top_p=gen_conf.get("top_p", 0.7), + # stream=True + # ) + # for resp in response: + # if not resp.choices[0].delta.content: + # continue + # delta = resp.choices[0].delta.content + # ans += delta + # + # # 计算新增部分 + # new_text = delta + # position = last_sent_length # 新增部分的起始位置 + # last_sent_length += len(new_text) + # + # # 构建增量协议 + # incremental_update = { + # "new_text": new_text, + # "position": position + # } + # + # if resp.choices[0].finish_reason == "length": + # message = "...\nFor the content length reason, it stopped, continue?" if is_english( + # [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" + # incremental_update["new_text"] = message + # incremental_update["position"] = last_sent_length + # tk_count = resp.usage.total_tokens + # + # if resp.choices[0].finish_reason == "stop": + # tk_count = resp.usage.total_tokens + # + # yield incremental_update + # + # except Exception as e: + # yield {"error": f"**ERROR**: {str(e)}"} + # + # yield tk_count + def image2base64(self, image): if isinstance(image, bytes): From 57375be2a8cd06b32722b2dedb751b6b5aa04a67 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Thu, 5 Dec 2024 15:21:51 +0800 Subject: [PATCH 17/25] Test: delete log printing --- api/db/services/dialog_service.py | 2 +- rag/llm/chat_model.py | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index 539fd004ccb..4214fd3f57e 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -293,7 +293,7 @@ def decorate_answer(answer): # yield decorate_answer(answer) if stream: - logging.info("stream_mode : {}".format(msg[1:])) + # logging.info("stream_mode : {}".format(msg[1:])) answer = "" for delta in chat_mdl.chat_streamly(prompt, msg[1:], gen_conf): # 检查是否为总令牌数或通知信息 diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index 1cbfe5ea785..74ba79af7e6 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -97,7 +97,6 @@ def chat(self, system, history, gen_conf): # yield total_tokens def chat_streamly(self, system, history, gen_conf): - logging.info("lizheng_test: chat_streamly") if system: history.insert(0, {"role": "system", "content": system}) From c26bdf7ff763f0853856184f15ec40a4ca517721 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Fri, 6 Dec 2024 09:21:14 +0800 Subject: [PATCH 18/25] Fix: The issue of truncation of the streaming output of the char model is fixed --- rag/llm/chat_model.py | 43 ++++++++++++++++++++++--------------------- 1 file changed, 22 insertions(+), 21 deletions(-) diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index 74ba79af7e6..c3ddbd17b5a 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -112,40 +112,41 @@ def chat_streamly(self, system, history, gen_conf): for resp in response: if not resp.choices: continue - # 获取delta内容,确保其为字符串 - delta_content = resp.choices[0].delta.content or "" - if not delta_content: - continue - # 累积答案 - ans += delta_content - # 更新令牌计数 - if not hasattr(resp, "usage") or not resp.usage: - total_tokens = ( - total_tokens - + num_tokens_from_string(delta_content) - ) - elif isinstance(resp.usage, dict): - total_tokens = resp.usage.get("total_tokens", total_tokens) - else: - total_tokens = resp.usage.total_tokens + finish_reason = resp.choices[0].finish_reason + delta_content = resp.choices[0].delta.content if resp.choices[0].delta.content else "" - # 仅返回新增的部分 - yield delta_content + # 如果有新增文本,累积并输出增量 + if delta_content: + ans += delta_content - # 处理完成原因 - if resp.choices[0].finish_reason == "length": + # 更新令牌计数 + if not hasattr(resp, "usage") or not resp.usage: + total_tokens += num_tokens_from_string(delta_content) + elif isinstance(resp.usage, dict): + total_tokens = resp.usage.get("total_tokens", total_tokens) + else: + total_tokens = resp.usage.total_tokens + + yield delta_content + + # 即使delta_content为空,也要检查finish_reason + if finish_reason == "length": + # 长度受限时添加提示信息 if is_chinese(ans): notification = LENGTH_NOTIFICATION_CN else: notification = LENGTH_NOTIFICATION_EN yield notification + # 如果finish_reason为"stop"或其他值,可以在此添加相应逻辑 + # (本示例中未对"stop"做额外处理,因为通常这意味着回答正常结束) + except openai.APIError as e: # 返回错误信息 yield ans + "\n**ERROR**: " + str(e) - # 返回总令牌数 + # 最终返回总令牌数 yield total_tokens From 06c8745d85a072276ce2d640952dee021b617028 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Fri, 6 Dec 2024 10:22:34 +0800 Subject: [PATCH 19/25] Fix: dialog_service.py The issue of truncation of the streaming output of the char model is fixed --- api/db/services/dialog_service.py | 14 +++++++------- rag/llm/chat_model.py | 5 ++++- 2 files changed, 11 insertions(+), 8 deletions(-) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index 4214fd3f57e..c632e900f99 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -303,13 +303,13 @@ def decorate_answer(answer): total_tokens = int(delta) # logging.info(f"Total tokens used: {total_tokens}") continue - elif delta in [LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN]: - # 处理长度通知信息 - answer += delta - # logging.info(f"Length notification: {delta}") - audio = tts(tts_mdl, delta) - yield {"answer": answer, "reference": {}, "audio_binary": audio} - continue + # elif delta in [LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN]: + # # 处理长度通知信息 + # answer += delta + # # logging.info(f"Length notification: {delta}") + # audio = tts(tts_mdl, delta) + # yield {"answer": answer, "reference": {}, "audio_binary": audio} + # continue elif "\n**ERROR**:" in delta: # 处理错误信息 answer += delta diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index c3ddbd17b5a..b1ad86fd8bd 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -122,7 +122,10 @@ def chat_streamly(self, system, history, gen_conf): # 更新令牌计数 if not hasattr(resp, "usage") or not resp.usage: - total_tokens += num_tokens_from_string(delta_content) + total_tokens = ( + total_tokens + + num_tokens_from_string(resp.choices[0].delta.content) + ) elif isinstance(resp.usage, dict): total_tokens = resp.usage.get("total_tokens", total_tokens) else: From 6903acc8910bcc5c65d47e0865505356d77154cc Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Mon, 9 Dec 2024 10:11:16 +0800 Subject: [PATCH 20/25] Fix: Delete the content of the comment --- rag/llm/cv_model.py | 56 --------------------------------------------- 1 file changed, 56 deletions(-) diff --git a/rag/llm/cv_model.py b/rag/llm/cv_model.py index baef92f2105..33d8a79704e 100644 --- a/rag/llm/cv_model.py +++ b/rag/llm/cv_model.py @@ -96,63 +96,7 @@ def chat_streamly(self, system, history, gen_conf, image=""): yield tk_count - # Comment on the original LLM code - # def chat_streamly(self, system, history, gen_conf, image=""): - # if system: - # history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] - # - # ans = "" - # tk_count = 0 - # last_sent_length = 0 # 跟踪上一次发送的内容长度 - # - # try: - # for his in history: - # if his["role"] == "user": - # his["content"] = self.chat_prompt(his["content"], image) - # - # response = self.client.chat.completions.create( - # model=self.model_name, - # messages=history, - # max_tokens=gen_conf.get("max_tokens", 1000), - # temperature=gen_conf.get("temperature", 0.3), - # top_p=gen_conf.get("top_p", 0.7), - # stream=True - # ) - # for resp in response: - # if not resp.choices[0].delta.content: - # continue - # delta = resp.choices[0].delta.content - # ans += delta - # - # # 计算新增部分 - # new_text = delta - # position = last_sent_length # 新增部分的起始位置 - # last_sent_length += len(new_text) - # - # # 构建增量协议 - # incremental_update = { - # "new_text": new_text, - # "position": position - # } - # - # if resp.choices[0].finish_reason == "length": - # message = "...\nFor the content length reason, it stopped, continue?" if is_english( - # [ans]) else "······\n由于长度的原因,回答被截断了,要继续吗?" - # incremental_update["new_text"] = message - # incremental_update["position"] = last_sent_length - # tk_count = resp.usage.total_tokens - # - # if resp.choices[0].finish_reason == "stop": - # tk_count = resp.usage.total_tokens - # - # yield incremental_update - # - # except Exception as e: - # yield {"error": f"**ERROR**: {str(e)}"} - # - # yield tk_count - def image2base64(self, image): if isinstance(image, bytes): return base64.b64encode(image).decode("utf-8") From 3a6402975a386190224361f9fd103b7d5f8dc58e Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Mon, 9 Dec 2024 10:20:42 +0800 Subject: [PATCH 21/25] Fix: Resolve conflicts --- api/db/services/dialog_service.py | 4 -- rag/llm/chat_model.py | 81 ++++++++++++++++++++++++++----- 2 files changed, 68 insertions(+), 17 deletions(-) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index e7a438031af..a092a50cad7 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -302,19 +302,16 @@ def decorate_answer(answer): if delta.isdigit(): # 处理总令牌数(如果需要) total_tokens = int(delta) - # logging.info(f"Total tokens used: {total_tokens}") continue # elif delta in [LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN]: # # 处理长度通知信息 # answer += delta - # # logging.info(f"Length notification: {delta}") # audio = tts(tts_mdl, delta) # yield {"answer": answer, "reference": {}, "audio_binary": audio} # continue elif "\n**ERROR**:" in delta: # 处理错误信息 answer += delta - # logging.error(f"Error in response: {delta}") yield {"answer": answer, "reference": {}, "audio_binary": b''} # 错误时不生成音频 continue @@ -344,7 +341,6 @@ def decorate_answer(answer): # 生成音频 audio = tts(tts_mdl, new_text) - # logging.info(f"Generated audio for new_text: {new_text}") yield {"answer": answer, "reference": {}, "audio_binary": audio} # 最终装饰答案 diff --git a/rag/llm/chat_model.py b/rag/llm/chat_model.py index cf038cb433c..664a7f8968a 100644 --- a/rag/llm/chat_model.py +++ b/rag/llm/chat_model.py @@ -57,9 +57,50 @@ def chat(self, system, history, gen_conf): except openai.APIError as e: return "**ERROR**: " + str(e), 0 + # def chat_streamly(self, system, history, gen_conf): + # if system: + # history.insert(0, {"role": "system", "content": system}) + # ans = "" + # total_tokens = 0 + # try: + # response = self.client.chat.completions.create( + # model=self.model_name, + # messages=history, + # stream=True, + # **gen_conf) + # for resp in response: + # if not resp.choices: + # continue + # if not resp.choices[0].delta.content: + # resp.choices[0].delta.content = "" + # ans += resp.choices[0].delta.content + # + # if not hasattr(resp, "usage") or not resp.usage: + # total_tokens = ( + # total_tokens + # + num_tokens_from_string(resp.choices[0].delta.content) + # ) + # elif isinstance(resp.usage, dict): + # total_tokens = resp.usage.get("total_tokens", total_tokens) + # else: + # total_tokens = resp.usage.total_tokens + # + # if resp.choices[0].finish_reason == "length": + # if is_chinese(ans): + # ans += LENGTH_NOTIFICATION_CN + # else: + # ans += LENGTH_NOTIFICATION_EN + # yield ans + # + # except openai.APIError as e: + # yield ans + "\n**ERROR**: " + str(e) + # + # yield total_tokens + def chat_streamly(self, system, history, gen_conf): if system: history.insert(0, {"role": "system", "content": system}) + ans = "" total_tokens = 0 try: @@ -71,30 +112,44 @@ def chat_streamly(self, system, history, gen_conf): for resp in response: if not resp.choices: continue - if not resp.choices[0].delta.content: - resp.choices[0].delta.content = "" - ans += resp.choices[0].delta.content - if not hasattr(resp, "usage") or not resp.usage: - total_tokens = ( + finish_reason = resp.choices[0].finish_reason + delta_content = resp.choices[0].delta.content if resp.choices[0].delta.content else "" + + # 如果有新增文本,累积并输出增量 + if delta_content: + ans += delta_content + + # 更新令牌计数 + if not hasattr(resp, "usage") or not resp.usage: + total_tokens = ( total_tokens + num_tokens_from_string(resp.choices[0].delta.content) ) - elif isinstance(resp.usage, dict): - total_tokens = resp.usage.get("total_tokens", total_tokens) - else: - total_tokens = resp.usage.total_tokens + elif isinstance(resp.usage, dict): + total_tokens = resp.usage.get("total_tokens", total_tokens) + else: + total_tokens = resp.usage.total_tokens - if resp.choices[0].finish_reason == "length": + yield delta_content + + # 即使delta_content为空,也要检查finish_reason + if finish_reason == "length": + # 长度受限时添加提示信息 if is_chinese(ans): - ans += LENGTH_NOTIFICATION_CN + notification = LENGTH_NOTIFICATION_CN else: - ans += LENGTH_NOTIFICATION_EN - yield ans + notification = LENGTH_NOTIFICATION_EN + yield notification + + # 如果finish_reason为"stop"或其他值,可以在此添加相应逻辑 + # (本示例中未对"stop"做额外处理,因为通常这意味着回答正常结束) except openai.APIError as e: + # 返回错误信息 yield ans + "\n**ERROR**: " + str(e) + # 最终返回总令牌数 yield total_tokens From 23aca28794cdd1300540438e0b30da406eefd457 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Tue, 10 Dec 2024 11:04:20 +0800 Subject: [PATCH 22/25] Fix: Remove redundant references --- api/db/services/dialog_service.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index c3654db2dfa..495f3baeb21 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -29,7 +29,6 @@ from api.db.services.llm_service import LLMService, TenantLLMService, LLMBundle from api import settings from rag.app.resume import forbidden_select_fields4resume -from rag.llm import LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN from rag.nlp.search import index_name from rag.utils import rmSpace, num_tokens_from_string, encoder from api.utils.file_utils import get_project_base_directory @@ -307,12 +306,6 @@ def decorate_answer(answer): # 处理总令牌数(如果需要) total_tokens = int(delta) continue - # elif delta in [LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN]: - # # 处理长度通知信息 - # answer += delta - # audio = tts(tts_mdl, delta) - # yield {"answer": answer, "reference": {}, "audio_binary": audio} - # continue elif "\n**ERROR**:" in delta: # 处理错误信息 answer += delta From fdf6a836a930dfa0e68001562d9cddb0644f77ea Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Fri, 27 Dec 2024 14:16:01 +0800 Subject: [PATCH 23/25] Feat: update the chat function to streaming presentation --- web/src/hooks/logic-hooks.ts | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/web/src/hooks/logic-hooks.ts b/web/src/hooks/logic-hooks.ts index 5c8afebb1ed..ee4a92e3c50 100644 --- a/web/src/hooks/logic-hooks.ts +++ b/web/src/hooks/logic-hooks.ts @@ -195,6 +195,7 @@ export const useSendMessageWithSse = ( .pipeThrough(new EventSourceParserStream()) .getReader(); + let accumulatedText = ''; while (true) { const x = await reader?.read(); if (x) { @@ -209,10 +210,13 @@ export const useSendMessageWithSse = ( const d = val?.data; if (typeof d !== 'boolean') { console.info('data:', d); - setAnswer({ + accumulatedText += d.answer || ''; + const updatedMessage = { ...d, + answer: accumulatedText, conversationId: body?.conversation_id, - }); + }; + setAnswer(updatedMessage); } } catch (e) { console.warn(e); From c209d093c0847fe1450d25259ce214baba6a8c96 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Fri, 27 Dec 2024 14:25:41 +0800 Subject: [PATCH 24/25] Fix: Merge code --- api/apps/sdk/session.py | 1 - api/apps/tenant_app.py | 10 ++---- rag/llm/cv_model.py | 71 ++++++++++++++++++++--------------------- 3 files changed, 37 insertions(+), 45 deletions(-) diff --git a/api/apps/sdk/session.py b/api/apps/sdk/session.py index 64c3ba3cf0f..6c89dc99da8 100644 --- a/api/apps/sdk/session.py +++ b/api/apps/sdk/session.py @@ -13,7 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import logging import re import json from api.db import LLMType diff --git a/api/apps/tenant_app.py b/api/apps/tenant_app.py index 5f22c6219be..f08dd322764 100644 --- a/api/apps/tenant_app.py +++ b/api/apps/tenant_app.py @@ -87,7 +87,7 @@ def create(tenant_id): @manager.route('//user/', methods=['DELETE']) # noqa: F821 @login_required def rm(tenant_id, user_id): - if current_user.id != tenant_id: + if current_user.id != tenant_id and current_user.id != user_id: return get_json_result( data=False, message='No authorization.', @@ -115,14 +115,8 @@ def tenant_list(): @manager.route("/agree/", methods=["PUT"]) # noqa: F821 @login_required def agree(tenant_id): - if current_user.id != tenant_id: - return get_json_result( - data=False, - message='No authorization.', - code=settings.RetCode.AUTHENTICATION_ERROR) - try: UserTenantService.filter_update([UserTenant.tenant_id == tenant_id, UserTenant.user_id == current_user.id], {"role": UserTenantRole.NORMAL}) return get_json_result(data=True) except Exception as e: - return server_error_response(e) + return server_error_response(e) \ No newline at end of file diff --git a/rag/llm/cv_model.py b/rag/llm/cv_model.py index 11df9660a78..17963624fbf 100644 --- a/rag/llm/cv_model.py +++ b/rag/llm/cv_model.py @@ -29,7 +29,6 @@ from rag.nlp import is_english from api.utils import get_uuid from api.utils.file_utils import get_project_base_directory -from google.generativeai import client, GenerativeModel, GenerationConfig class Base(ABC): @@ -38,7 +37,7 @@ def __init__(self, key, model_name): def describe(self, image, max_tokens=300): raise NotImplementedError("Please implement encode method!") - + def chat(self, system, history, gen_conf, image=""): if system: history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] @@ -58,7 +57,6 @@ def chat(self, system, history, gen_conf, image=""): except Exception as e: return "**ERROR**: " + str(e), 0 - def chat_streamly(self, system, history, gen_conf, image=""): if system: history[-1]["content"] = system + history[-1]["content"] + "user query: " + history[-1]["content"] @@ -95,7 +93,6 @@ def chat_streamly(self, system, history, gen_conf, image=""): yield tk_count - def image2base64(self, image): if isinstance(image, bytes): return base64.b64encode(image).decode("utf-8") @@ -145,7 +142,7 @@ def chat_prompt(self, text, b64): class GptV4(Base): def __init__(self, key, model_name="gpt-4-vision-preview", lang="Chinese", base_url="https://api.openai.com/v1"): if not base_url: - base_url="https://api.openai.com/v1" + base_url = "https://api.openai.com/v1" self.client = OpenAI(api_key=key, base_url=base_url) self.model_name = model_name self.lang = lang @@ -165,6 +162,7 @@ def describe(self, image, max_tokens=300): ) return res.choices[0].message.content.strip(), res.usage.total_tokens + class AzureGptV4(Base): def __init__(self, key, model_name, lang="Chinese", **kwargs): api_key = json.loads(key).get('api_key', '') @@ -223,7 +221,7 @@ def chat_prompt(self, text, b64): {"image": f"{b64}"}, {"text": text}, ] - + def describe(self, image, max_tokens=300): from http import HTTPStatus from dashscope import MultiModalConversation @@ -305,7 +303,7 @@ def describe(self, image, max_tokens=1024): prompt = self.prompt(b64) prompt[0]["content"][1]["type"] = "text" - + res = self.client.chat.completions.create( model=self.model_name, messages=prompt, @@ -344,7 +342,7 @@ def chat_streamly(self, system, history, gen_conf, image=""): his["content"] = self.chat_prompt(his["content"], image) response = self.client.chat.completions.create( - model=self.model_name, + model=self.model_name, messages=history, max_tokens=gen_conf.get("max_tokens", 1000), temperature=gen_conf.get("temperature", 0.3), @@ -487,6 +485,7 @@ def describe(self, image, max_tokens=300): ) return res.choices[0].message.content.strip(), res.usage.total_tokens + class GeminiCV(Base): def __init__(self, key, model_name="gemini-1.0-pro-vision-latest", lang="Chinese", **kwargs): from google.generativeai import client, GenerativeModel @@ -495,21 +494,21 @@ def __init__(self, key, model_name="gemini-1.0-pro-vision-latest", lang="Chinese self.model_name = model_name self.model = GenerativeModel(model_name=self.model_name) self.model._client = _client - self.lang = lang + self.lang = lang def describe(self, image, max_tokens=2048): from PIL.Image import open - gen_config = {'max_output_tokens':max_tokens} + gen_config = {'max_output_tokens': max_tokens} prompt = "请用中文详细描述一下图中的内容,比如时间,地点,人物,事情,人物心情等,如果有数据请提取出数据。" if self.lang.lower() == "chinese" else \ "Please describe the content of this picture, like where, when, who, what happen. If it has number data, please extract them out." - b64 = self.image2base64(image) - img = open(BytesIO(base64.b64decode(b64))) - input = [prompt,img] + b64 = self.image2base64(image) + img = open(BytesIO(base64.b64decode(b64))) + input = [prompt, img] res = self.model.generate_content( input, generation_config=gen_config, ) - return res.text,res.usage_metadata.total_token_count + return res.text, res.usage_metadata.total_token_count def chat(self, system, history, gen_conf, image=""): from transformers import GenerationConfig @@ -569,11 +568,11 @@ def chat_streamly(self, system, history, gen_conf, image=""): class OpenRouterCV(GptV4): def __init__( - self, - key, - model_name, - lang="Chinese", - base_url="https://openrouter.ai/api/v1", + self, + key, + model_name, + lang="Chinese", + base_url="https://openrouter.ai/api/v1", ): if not base_url: base_url = "https://openrouter.ai/api/v1" @@ -592,11 +591,11 @@ def describe(self, image, max_tokens=1024): class NvidiaCV(Base): def __init__( - self, - key, - model_name, - lang="Chinese", - base_url="https://ai.api.nvidia.com/v1/vlm", + self, + key, + model_name, + lang="Chinese", + base_url="https://ai.api.nvidia.com/v1/vlm", ): if not base_url: base_url = ("https://ai.api.nvidia.com/v1/vlm",) @@ -635,11 +634,11 @@ def prompt(self, b64): { "role": "user", "content": ( - "请用中文详细描述一下图中的内容,比如时间,地点,人物,事情,人物心情等,如果有数据请提取出数据。" - if self.lang.lower() == "chinese" - else "Please describe the content of this picture, like where, when, who, what happen. If it has number data, please extract them out." - ) - + f' ', + "请用中文详细描述一下图中的内容,比如时间,地点,人物,事情,人物心情等,如果有数据请提取出数据。" + if self.lang.lower() == "chinese" + else "Please describe the content of this picture, like where, when, who, what happen. If it has number data, please extract them out." + ) + + f' ', } ] @@ -655,7 +654,7 @@ def chat_prompt(self, text, b64): class StepFunCV(GptV4): def __init__(self, key, model_name="step-1v-8k", lang="Chinese", base_url="https://api.stepfun.com/v1"): if not base_url: - base_url="https://api.stepfun.com/v1" + base_url = "https://api.stepfun.com/v1" self.client = OpenAI(api_key=key, base_url=base_url) self.model_name = model_name self.lang = lang @@ -687,18 +686,18 @@ class TogetherAICV(GptV4): def __init__(self, key, model_name, lang="Chinese", base_url="https://api.together.xyz/v1"): if not base_url: base_url = "https://api.together.xyz/v1" - super().__init__(key, model_name,lang,base_url) + super().__init__(key, model_name, lang, base_url) class YiCV(GptV4): - def __init__(self, key, model_name, lang="Chinese",base_url="https://api.lingyiwanwu.com/v1",): + def __init__(self, key, model_name, lang="Chinese", base_url="https://api.lingyiwanwu.com/v1", ): if not base_url: base_url = "https://api.lingyiwanwu.com/v1" - super().__init__(key, model_name,lang,base_url) + super().__init__(key, model_name, lang, base_url) class HunyuanCV(Base): - def __init__(self, key, model_name, lang="Chinese",base_url=None): + def __init__(self, key, model_name, lang="Chinese", base_url=None): from tencentcloud.common import credential from tencentcloud.hunyuan.v20230901 import hunyuan_client @@ -715,7 +714,7 @@ def describe(self, image, max_tokens=4096): from tencentcloud.common.exception.tencent_cloud_sdk_exception import ( TencentCloudSDKException, ) - + b64 = self.image2base64(image) req = models.ChatCompletionsRequest() params = {"Model": self.model_name, "Messages": self.prompt(b64)} @@ -727,7 +726,7 @@ def describe(self, image, max_tokens=4096): return ans, response.Usage.TotalTokens except TencentCloudSDKException as e: return ans + "\n**ERROR**: " + str(e), 0 - + def prompt(self, b64): return [ { From d898dff4893ca5d4c15fc48efd774fb1fcc63e16 Mon Sep 17 00:00:00 2001 From: "lizheng@ssc-hn.com" Date: Fri, 27 Dec 2024 15:30:46 +0800 Subject: [PATCH 25/25] Fix: exegesis total_tokens --- api/db/services/dialog_service.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/api/db/services/dialog_service.py b/api/db/services/dialog_service.py index 4fc0a8638de..a2cef9c7969 100644 --- a/api/db/services/dialog_service.py +++ b/api/db/services/dialog_service.py @@ -339,8 +339,8 @@ def decorate_answer(answer): # 检查是否为总令牌数或通知信息 if isinstance(delta, str): if delta.isdigit(): - # 处理总令牌数(如果需要) - total_tokens = int(delta) + # 理总令牌数(如果需要) + # total_tokens = int(delta) continue elif "\n**ERROR**:" in delta: # 处理错误信息

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