a2048fd0f4
fix: tablestore vdb support metadata filter ( #22774 )
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Co-authored-by: xiaozhiqing.xzq <xiaozhiqing.xzq@alibaba-inc.com>
2025-07-22 16:48:59 +08:00
58d92970a9
Optimize tencent_vector knowledge base deletion error handling with batch processing support ( #22726 )
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Co-authored-by: liuchen15 <liuchen15@gaotu.cn>
Co-authored-by: crazywoola <427733928@qq.com>
2025-07-22 08:21:41 +08:00
ab012fe1a2
fix: improve document filtering in full text search(elasticsearch) ( #22683 )
2025-07-21 15:59:37 +08:00
9251a66a10
fix: update analyticdb vector to do filter by metadata ( #22698 )
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Co-authored-by: xiaozeyu <xiaozeyu.xzy@alibaba-inc.com>
2025-07-21 15:03:37 +08:00
ed263aed9f
fix text splitter ( #22596 )
2025-07-18 13:51:58 +08:00
460a825ef1
refactor: decouple Node and NodeData ( #22581 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com>
2025-07-18 10:08:51 +08:00
e7d80bf7bf
Fix: the pict type picture was not processed in the docx ( #19305 )
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Co-authored-by: zqgame <zqgame@zqgame.local>
2025-07-17 22:53:35 +08:00
d2933c2bfe
fix: drop dead code phase2 unused class ( #22042 )
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Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-07-17 09:33:07 +08:00
bf7b2c339b
tablestore vector support more method ( #22225 )
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Co-authored-by: xiaozhiqing.xzq <xiaozhiqing.xzq@alibaba-inc.com>
2025-07-15 09:58:48 +08:00
3e96c0c468
fix: close session before doing long latency operation ( #22306 )
2025-07-14 15:16:10 +08:00
a371390d6c
optimize: batch embedding and qdrant write_consistency_factor parameter ( #21776 )
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Co-authored-by: hobo.l <hobo.l@binance.com>
2025-07-10 10:16:59 +08:00
89b52471fb
Optimize the memory usage of Tencent Vector Database ( #22079 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-07-09 15:53:06 +08:00
1c7404099d
fix: prevent timeout in file encoding detection for large files ( #21453 )
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Co-authored-by: crazywoola <427733928@qq.com>
2025-07-03 17:06:49 +08:00
826bf25abf
Fix: prevent SQL errors when metadata filter Constant value is None or blank ( #21803 )
2025-07-02 14:43:01 +08:00
00f0b569cc
Feat/kb index ( #20868 )
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Co-authored-by: twwu <twwu@dify.ai>
2025-06-25 17:52:59 +08:00
3e7f8bad56
fix: markdown_extractor lost chunks if it starts without a header( #21308 ) ( #21309 )
2025-06-21 23:10:00 +08:00
17fe62cf91
feat: add support for Matrixone database ( #20714 )
2025-06-19 10:20:12 +08:00
9835730278
Translation fix ( #21194 )
2025-06-19 09:36:56 +08:00
2eae7503e1
Minor Improvements for File Validation and Configuration Handling #21179 ( #21171 )
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Co-authored-by: tech <cto@sb>
2025-06-18 18:33:28 +08:00
9e73e8b9e8
feat: add search endpoint for Firecrawl Integration ( #20521 )
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Co-authored-by: crazywoola <427733928@qq.com>
2025-06-18 14:37:03 +08:00
47e0f92c0f
Fixes #20748 KnowledgeRetrievalNode return all external documents when reranker disabled even top-k configed ( #20762 )
2025-06-18 14:35:12 +08:00
45c89bd6de
feat: add pagenation to notion extractor ( #20919 )
2025-06-18 11:30:55 +08:00
4689e8953e
fix: shorten connection timeout to pypi.org for deprecation check for weaviate client ( #21131 )
2025-06-18 09:25:52 +08:00
366ddb05ae
test: run vdb test of oceanbase with docker compose in CI tests ( #20945 )
2025-06-16 11:05:19 +08:00
0f3d4d0b6e
chore: bump mypy to 1.16 ( #20608 )
2025-06-11 01:01:33 +08:00
c439e82038
refactor(api): Decouple `ParameterExtractorNode` from `LLMNode` ( #20843 )
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- Extract methods used by `ParameterExtractorNode` from `LLMNode` into a separate file.
- Convert `ParameterExtractorNode` into a subclass of `BaseNode`.
- Refactor code referencing the extracted methods to ensure functionality and clarity.
- Fixes the issue that `ParameterExtractorNode` returns error when executed.
- Fix relevant test cases.
Closes #20840 .
2025-06-10 11:47:50 +08:00
65c7c01d90
fix: clean up two unreachable code ( #20773 )
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Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-06-07 23:06:46 +08:00
37c3283450
fix: opensearch vector search falls back to keyword search ( #20723 )
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Co-authored-by: wenjun.gu <wenjun.gu@envision-energy.com>
2025-06-06 16:29:15 +08:00
4271602cfc
fix: opensearch metadata filtering returns empty ( #20701 )
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Co-authored-by: wenjun.gu <wenjun.gu@envision-energy.com>
Co-authored-by: crazywoola <427733928@qq.com>
2025-06-06 09:10:01 +08:00
138ad6e8b3
fix: opensearch fulltext search with metadata filtering dsl error ( #20702 )
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Co-authored-by: wenjun.gu <wenjun.gu@envision-energy.com>
2025-06-05 23:09:00 +08:00
01d500db14
fix: autocorrect everything in web ( #20605 )
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Signed-off-by: kenwoodjw <blackxin55+@gmail.com>
2025-06-04 14:12:24 +08:00
3f7aa38d77
fix : #20560 When elasticsearch is used as the vector database, the Retrieval Test fails to filter the data after setting the Score Threshold, and the score of the recalled results is empty ( #20561 )
2025-06-03 13:24:26 +08:00
b4b59148dc
check zilliz cloud of full-text search ( #20519 )
2025-06-02 18:04:13 +08:00
1ea4459d9f
update knowledge base api ( #20426 )
2025-05-30 14:45:30 +08:00
a6ea15e63c
Refactor/message cycle manage and knowledge retrieval ( #20460 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-05-30 14:36:44 +08:00
5a991295e0
fix: drop some type fixme ( #20344 )
2025-05-30 14:10:09 +08:00
482e50aae9
Refactor/remove db from cycle manager ( #20455 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-05-30 04:34:13 +08:00
4c4887c5fc
feat(qdrant):add replication_factor when create collection in qdrant ( #20133 )
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Co-authored-by: 刘敏 <min.liu@tongdun.net>
2025-05-27 14:46:04 +08:00
6f48af2610
Refactor OpenSearch config to separate use_ssl and verify_certs flags ( #20075 )
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Co-authored-by: he.huang <he.huang1@outlook.com>
Co-authored-by: crazywoola <427733928@qq.com>
2025-05-22 10:14:38 +08:00
7d230acf40
tencent vectordb compatible with version 1.1.3 and below ( #20056 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-05-21 20:24:05 +08:00
3196dc2d61
refactor: Use typed SQLAlchemy base model and fix type errors ( #19980 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-05-21 15:38:03 +08:00
8cb3b4aef2
fix: multiple retrieve reranking_enabled switch ( #19958 )
2025-05-20 15:22:03 +08:00
c9ee60e197
Feat(WaterCrawl error handling): add custom exceptions and error handling ( #19948 )
2025-05-20 10:25:16 +08:00
4977bb21ec
feat(workflow): domain model for workflow node execution ( #19430 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-05-17 00:56:16 +08:00
b292990075
Fix: Ensure unique index names for pgvector knowledge tables ( #19672 )
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Co-authored-by: crazywoola <427733928@qq.com>
2025-05-15 11:43:44 +08:00
085bd1aa93
chore: model.query change to db.session.query ( #19551 )
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Co-authored-by: QuantumGhost <obelisk.reg+git@gmail.com>
2025-05-13 09:13:12 +08:00
14cd71ed0a
chore: all model.query replace to db.session.query ( #19521 )
2025-05-12 15:19:41 +08:00
b00f94df64
fix: replace all dataset.Model.query to db.session.query(Model) ( #19509 )
2025-05-12 13:52:33 +08:00
1119790b02
clean rag word_extractor. ( #19397 )
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Signed-off-by: zhanluxianshen <zhanluxianshen@163.com>
2025-05-09 16:39:16 +08:00
bfa652f2d0
fix: metadata filtering condition variable unassigned; fix External K… ( #19208 )
2025-05-07 14:52:09 +08:00
9bcf837f17
fix: use only supported operators in metadata filter system prompts ( #19195 )
2025-05-03 20:08:08 +08:00
a212a63e6a
fix: time type metadata filtering error ( #19192 )
2025-05-03 20:07:37 +08:00
12c96b93d9
immediately return initialed tiktokenizer instance and remove dead code in usage of tiktokenizer ( #17957 )
2025-04-30 16:07:20 +08:00
bd1bbfee4b
Enhance Code Consistency Across Repository with `.editorconfig` ( #19023 )
2025-04-29 18:04:33 +08:00
8266815cda
feat: add AWS Managed IAM auth for OpenSearch vector DB ( #18963 )
2025-04-29 15:10:08 +08:00
8b4ea01810
feat: support access milvus with token ( #19034 )
2025-04-29 14:52:13 +08:00
83187b30c0
fix: fix rerank model runner usage ( #19008 )
2025-04-29 14:51:21 +08:00
b62eb61400
fix depth param issue for WaterCrawl ( #18839 )
2025-04-27 11:04:56 +08:00
37e2f73909
[Lindorm VDB] Add the QUERY_TIMEOUT parameter to force the search query to fail. ( #18613 )
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Co-authored-by: jiangzhijie <jiangzhijie.jzj@alibaba-inc.com>
2025-04-25 09:42:58 +08:00
0babdffe3e
feat: support vastbase vector database ( #16308 )
2025-04-24 18:04:57 +08:00
e2cb7006c4
check metadata_filtering_conditions could be None in auto mode ( #18548 )
2025-04-22 17:09:33 +08:00
eb1ce3dd6b
feat: support huawei cloud vector database ( #16141 )
2025-04-22 13:03:35 +08:00
7b6523e54d
Update Oracle db connection library and change connection pool to single connection ( #18466 )
2025-04-21 17:56:57 +08:00
d2e3744ca3
Switching from CONSOLE_API_URL to FILES_URL in word_extractor.py ( #18249 )
2025-04-18 16:05:48 +08:00
83f1aeec1d
Fix ORDER BY (score, id) error in api/core/rag/datasource/vdb/analyticdb/analyticdb_vector_sql.py line 249 ( #18252 )
2025-04-17 14:15:05 +08:00
e8d98e3d89
Add analyzer_params config for milvus vectordb ( #18180 )
2025-04-17 10:38:56 +08:00
95283b4dd3
Feat/change split length method ( #18097 )
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Co-authored-by: JzoNg <jzongcode@gmail.com>
2025-04-16 12:28:22 +08:00
d119c7d629
ignore errors when creating duplicate indexes ( #18069 )
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Co-authored-by: 璟义 <yangshangpo.ysp@alibaba-inc.com>
2025-04-15 15:48:16 +08:00
1f722cde22
fix(api): Some params were ignored when creating empty Datasets through API ( #17932 )
2025-04-14 10:24:01 +08:00
5d72003ebb
Remove dead code ( #17899 )
2025-04-11 20:33:52 +08:00
91cfa90503
Fix external knowledge Issues: ( #17685 ) ( #17843 )
2025-04-11 15:37:27 +08:00
f04d52c044
fix: autocorrect everything in api ( #17859 )
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Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-04-11 15:24:39 +08:00
9d20561af4
create db if not exists ( #17796 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-04-10 18:03:22 +08:00
8b3be4224d
revert batch query ( #17707 )
2025-04-09 20:25:36 +08:00
f148f1efa2
fix: Check collection exists before drop it. ( #17692 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-04-09 19:14:32 +08:00
abfcd9d3b6
fix segment query index not effect ( #17704 )
2025-04-09 19:09:08 +08:00
f1e4d5ed6c
Fix Performance Issues: ( #17083 )
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Co-authored-by: Wang Han <wanghan@zhejianglab.org>
2025-04-09 11:22:53 +08:00
abead647e2
fix: Extract docx file fails when the file contains an invalid link ( #17576 )
2025-04-08 13:59:33 +08:00
f54905e685
feat: Integrate WaterCrawl.dev as a new knowledge base provider ( #16396 )
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Co-authored-by: crazywoola <427733928@qq.com>
2025-04-07 12:43:23 +08:00
42a42a7962
FEAT: support Tencent vectordb to full text search ( #16865 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-04-07 09:50:03 +08:00
3e698074e7
Fix/17466 cannot create a knowledge base by adding files ( #17470 )
2025-04-06 00:03:05 +08:00
fc3f14c0ee
fix: keep image url ( #17430 )
2025-04-04 15:55:48 +08:00
16c722d1d8
fix: move hardcoded text to language settings ( #16990 ) ( #17133 )
2025-04-02 22:35:51 +08:00
6104b91d3f
add doc support in knowledge base for unstructured ( #17352 )
2025-04-02 21:35:01 +08:00
fd1e40d22e
Lindorm VDB bugfix ( #17357 )
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Co-authored-by: jiangzhijie <jiangzhijie.jzj@alibaba-inc.com>
2025-04-02 21:31:59 +08:00
ff388fe3e6
optimize lindorm vdb add_texts ( #17212 )
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Co-authored-by: jiangzhijie <jiangzhijie.jzj@alibaba-inc.com>
2025-04-01 11:06:35 +08:00
44f911a0a8
chore: docstring not match the function parameter ( #17162 )
2025-03-31 13:19:15 +08:00
a1aa325ce3
Chore/code format and Repair commit_id 3254018d more deleted codes and Fix naming error ambiguity between workflow_run_id and workflow_id ( #17075 )
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Co-authored-by: 刘江波 <jiangbo721@163.com>
2025-03-29 14:15:53 +08:00
7f70cadacb
feat: support Tablestore vector database ( #16601 )
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Co-authored-by: xiaozhiqing.xzq <xiaozhiqing.xzq@alibaba-inc.com>
2025-03-27 15:53:33 +08:00
a743d5dc71
feat: tencent vectordb: use grpc client and set upsert batch size ( #16016 )
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Co-authored-by: wlleiiwang <wlleiiwang@tencent.com>
2025-03-27 12:20:16 +08:00
30792a1e1a
install pandoc ( #16825 )
2025-03-26 22:34:10 +08:00
59a86dabee
fix: fix missing oceanbase config enable_hybrid_search init ( #16852 )
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Co-authored-by: 李远军 <4842@9ji.com>
2025-03-26 21:15:54 +08:00
6a857e01f6
fix multiple metadata filter's confusing setting ( #16771 )
2025-03-26 14:16:21 +08:00
0c2a459c30
fix typo in _process_metadata_filter_func ( #16780 )
2025-03-26 09:01:41 +08:00
2174225259
fix milvus filter search ( #16725 )
2025-03-25 16:22:43 +08:00
6157f57872
feat: Add OceanBase hybrid search features ( #16652 )
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Co-authored-by: 李远军 <4842@9ji.com>
Co-authored-by: yourchanges <yourchanges@gmail.com>
2025-03-25 14:32:00 +08:00
a113356695
fix: pgvector metadata filter ( #16688 )
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Signed-off-by: kenwoodjw <blackxin55+@gmail.com>
2025-03-25 11:34:33 +08:00
fc8c765215
Fix/vdb lindorm ( #16660 )
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Co-authored-by: jiangzhijie <jiangzhijie.jzj@alibaba-inc.com>
2025-03-25 09:19:06 +08:00
86a1859d02
Metadata variable value fix ( #16665 )
2025-03-25 09:07:11 +08:00
1be0d26c1f
fix metadata filter not affect in keyword-search and fulltext-search ( #16644 )
2025-03-24 18:35:16 +08:00
770c461a8f
feat： add openGauss PQ acceleration feature ( #16432 )
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Co-authored-by: chenhuan <huan.chen0728@foxmail>
2025-03-24 15:16:40 +08:00
d135677c25
add vdb document id index ( #16244 )
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Co-authored-by: crazywoola <427733928@qq.com>
2025-03-20 01:38:15 +08:00
a8879057c0
fix tidb metadata filter ( #16237 )
2025-03-19 19:44:56 +08:00
81325df368
fix weaviate metadata filter ( #16230 )
2025-03-19 18:26:53 +08:00
b8ef3149ef
metadata expect value check error ( #16210 )
2025-03-19 17:48:01 +08:00
c3c957bb80
change recreate_collection function to create_collection ( #16212 )
2025-03-19 17:13:08 +08:00
abeaea4f79
Support knowledge metadata filter ( #15982 )
2025-03-18 16:42:19 +08:00
33ba7e659b
fix vector db sql injection ( #16096 )
2025-03-18 15:07:29 +08:00
223ab5a38f
feat: support openGauss vector database ( #15865 )
2025-03-17 19:42:54 +08:00
695a7400a9
fix:delete empty table bug ( #15517 )
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Co-authored-by: huangzhuo <huangzhuo1@xiaomi.com>
2025-03-17 10:53:26 +08:00
84a866028a
fix document could be None ( #15818 )
2025-03-14 16:40:01 +08:00
5f9d236d22
Feat: Add pg_bigm for keyword search in pgvector ( #13876 )
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Signed-off-by: Yuichiro Utsumi <utsumi.yuichiro@fujitsu.com>
2025-03-13 16:32:34 +08:00
a8e8c37fdd
improve text split ( #15719 )
2025-03-13 15:29:33 +08:00
087bb60b31
fix: preserve Unicode characters in keyword search queries ( #15522 )
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Signed-off-by: kenwoodjw <blackxin55+@gmail.com>
2025-03-12 18:34:42 +08:00
f77f7e1437
fix text split ( #15426 )
2025-03-11 00:24:27 +08:00
435564f0f2
fix parent-child retrival count ( #15119 )
2025-03-06 22:32:38 +08:00
9c1db7dca7
modify oracle lexer name Fixes #15106 ( #15108 )
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Co-authored-by: engchina <atjapan2015@gmail.com>
2025-03-06 18:58:51 +08:00
d04f40c274
Fix empty results issue in full-text search with Milvus vector database ( #14885 )
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Co-authored-by: liusurong.lsr <liusurong.lsr@alibaba-inc.com>
2025-03-05 12:27:01 +08:00
c8de30f3d9
feat: support oracle oci autonomouse database. Fixes #14792 and Fixes #14628 . ( #14804 )
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Co-authored-by: engchina <atjapan2015@gmail.com>
2025-03-04 09:22:04 +08:00
1e3197a1ea
Fixes 14217: database retrieve api and chat-messages api response doc_metadata ( #14219 )
2025-02-27 14:56:46 +08:00
548f6ef2b6
fix: incorrect score in the chroma vector ( #14273 )
2025-02-25 09:40:22 +08:00
dfdd6dfa20
fix: change the config name and fix typo in description of the number of retrieval executors ( #13856 )
2025-02-19 09:13:36 +08:00
aa19bb3f30
fix session close issue ( #13946 )
2025-02-18 19:29:57 +08:00
abe5aca3e2
Retrieval service optimization ( #13849 )
2025-02-17 18:22:36 +08:00
403e2d58b9
Introduce Plugins ( #13836 )
...
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
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2025-02-17 17:05:13 +08:00
222df44d21
Retrieval Service efficiency optimization ( #13543 )
2025-02-17 14:09:57 +08:00
0751ad1eeb
feat(vdb): add HNSW vector index for TiDB vector store with TiFlash ( #12043 )
2025-02-12 13:53:51 +08:00
47a64610ca
Fix the issue of repeated escaping of quotes in hit test ( #13477 )
2025-02-11 09:58:31 +08:00
d0a21086bd
refactor: Update Firecrawl API parameters and default settings ( #13082 )
2025-01-29 11:21:05 +08:00
6024d8a42d
refactor: Update Firecrawl to use v1 API ( #12574 )
...
Co-authored-by: Ademílson Tonato <ademilson.tonato@refurbed.com>
2025-01-23 11:14:48 +08:00
4c3076f2a4
feat: add pg vector index ( #12338 )
...
Co-authored-by: huangzhuo <huangzhuo1@xiaomi.com>
2025-01-22 17:07:18 +08:00
166221d784
chore(lint): fix quotes for f-string formatting by bumping ruff to 0.9.x ( #12702 )
2025-01-21 10:12:29 +08:00
4e101604c3
fix: ruff check for True if ... else ( #12576 )
...
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2025-01-13 09:38:48 +08:00
cd257b91c5
Fix pandas indexing method for knowledge base imports ( #12637 ) ( #12638 )
...
Co-authored-by: CN-P5 <heibai2006@qq.com>
2025-01-13 09:06:59 +08:00
040a3b782c
FEAT: support milvus to full text search ( #11430 )
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Signed-off-by: YoungLH <974840768@qq.com>
2025-01-08 17:39:53 +08:00
53bb37b749
fix: fix the incorrect plaintext file key when saving ( #10429 )
2025-01-08 12:52:45 +08:00
d2586278d6
Feat elasticsearch japanese ( #12194 )
2025-01-08 12:35:41 +08:00
05bda6f38d
add tidb on qdrant redis lock ( #12462 )
2025-01-08 08:55:44 +08:00
70698024f5
fix: empty delete bug ( #12339 )
...
Co-authored-by: huangzhuo <huangzhuo1@xiaomi.com>
2025-01-03 20:46:39 +08:00
b873e6349c
add child chunk preview number limit ( #12309 )
2025-01-03 16:14:27 +08:00
8d15c8cfbf
fix: improve error handling in NotionExtractor data fetching ( #12182 )
...
Signed-off-by: -LAN- <laipz8200@outlook.com>
2024-12-29 11:53:09 +08:00
dae1b5a619
fix: import jieba.analyse ( #12133 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
2024-12-27 11:37:55 +08:00
811e4bd0cf
fix unstructured setting ( #12116 )
2024-12-26 12:08:36 +08:00
84ac004772
py lint ( #12102 )
...
Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: -LAN- <laipz8200@outlook.com>
2024-12-26 00:16:35 +08:00
9231fdbf4c
Feat/support parent child chunk ( #12092 )
2024-12-25 19:49:07 +08:00
56e15d09a9
feat: mypy for all type check ( #10921 )
2024-12-24 18:38:51 +08:00
599d410d99
fix: validate reranking model attributes before processing ( #11930 )
...
Signed-off-by: -LAN- <laipz8200@outlook.com>
2024-12-21 21:23:12 +08:00
8c559d6231
fix(retrieval_service): avoid to use exception ( #11925 )
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Signed-off-by: -LAN- <laipz8200@outlook.com>
2024-12-21 21:19:46 +08:00
7b03a0316d
fix: better memory usage from 800+ to 500+ ( #11796 )
...
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2024-12-20 14:51:43 +08:00
463fbe2680
fix: better gard nan value from numpy for issue #11827 ( #11864 )
...
Signed-off-by: yihong0618 <zouzou0208@gmail.com>
2024-12-20 09:28:32 +08:00
wanttobeamaster