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v0.12.6 (run-llama#17305)
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‎CHANGELOG.md

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# ChangeLog
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## [2024-12-17]
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### `llama-index-core` [0.12.6]
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- [bug fix] Ensure that StopEvent gets cleared from Context.\_in_progress["_done"] after a Workflow run (#17300)
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- fix: add a timeout to langchain callback handler (#17296)
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- tweak User vs tool in react prompts (#17273)
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- refact: Refactor Document to be natively multimodal (#17204)
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- fix: make ImageDocument derive from Document, backward compatible (#17259)
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- fix: accept already base64-encoded data in ImageBlock (#17244)
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- fix(metrics): fixed NDCG calculation and updated previous tests (#17236)
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- fix: remove llama-index-legacy dependency in llama-index-core (#17231)
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- Refined the default documentation generation for function tools (#17208)
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### `llama-index-embeddings-voyageai` [0.3.3]
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- add support for voyageai >=0.3.0 (#17120)
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- Introducting VoyageAI's new multimodal embeddings model (#17261)
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- VoyageAI multimodal embedding, correction (#17284)
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### `llama-index-experimental` [0.5.2]
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- Fixed import errors for experimental JSONalyzeQueryEngine (#17228)
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### `llama-index-grapg-stores-neo4j` [0.4.4]
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- Add cypher corrector and allow graph schema filtering (#17223)
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- Add timeout config to neo4j graph (#17267)
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- Add text and embedding type to neo4j enhanced schema (#17289)
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### `llama-index-llms-anthropic` [0.6.3]
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- add content blocks to anthropic (#17274)
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- Do not send blank content to anthropic (#17278)
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- Update anthropic type imports for v0.41.0 release (#17299)
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- Fix Anthropic tokenizer protocol (fix by Devin) (#17201)
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### `llama-index-llms-bedrock` [0.3.3]
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- Add Amazon bedrock guardrails (#17281)
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### `llama-index-llms-bedrock-converse` [0.4.2]
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- Add Amazon bedrock guardrails (#17281)
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### `llama-index-llms-gemini` [0.4.1]
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- Gemini 2.0 support (#17249)
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### `llama-index-llms-mistralai` [0.3.1]
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- add tool call id/name to mistral chat messages (#17280)
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### `llama-index-llms-nvidia` [0.3.1]
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- Adding llama 3.3-70b as function-calling-capable (#17253)
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### `llama-index-llms-openai` [0.3.10]
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- fix openai message dicts for tool calls (#17254)
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### `llama-index-llms-text-generation-inference` [0.3.1]
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- Fix: TGI context window (#17252)
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### `llama-index-multi-modal-llms-anthropic` [0.3.1]
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- handle more response types in anthropic multi modal llms (#17302)
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### `llama-index-readers-confluence` [0.3.1]
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- Support Confluence cookies (#17276)
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### `llama-index-vector-stores-milvus` [0.4.0]
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- Parse "milvus_search_config" out of "vector_store_kwargs" (#17221)
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- refactor and optimize milvus code (#17229)
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### `llama-index-vector-stores-pinecone` [0.4.2]
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- Handle empty retrieved Pinecone index values (#17242)
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### `llama-index-vector-stores-qdrant` [0.4.1]
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- feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270)
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### `llama-index-vector-stores-weaviate` [1.3.0]
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- Add async support to weaviate vector store integration (#17220)
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## [2024-12-09]
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### `llama-index-core` [0.12.5]
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- feat: integration on pinecone hosted rerankers (#17192)
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### `llama-index-tools-scrapegraph` [0.1.0]
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- Add Scrapegraph tool integration (#17238)
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### `llama-index-vector-stores-postgres` [0.3.3]
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- Update pgvector dependency to version 0.3.6 (#17195)

‎docs/docs/CHANGELOG.md

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# ChangeLog
22

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## [2024-12-17]
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### `llama-index-core` [0.12.6]
6+
7+
- [bug fix] Ensure that StopEvent gets cleared from Context._in_progress["_done"] after a Workflow run (#17300)
8+
- fix: add a timeout to langchain callback handler (#17296)
9+
- tweak User vs tool in react prompts (#17273)
10+
- refact: Refactor Document to be natively multimodal (#17204)
11+
- fix: make ImageDocument derive from Document, backward compatible (#17259)
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- fix: accept already base64-encoded data in ImageBlock (#17244)
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- fix(metrics): fixed NDCG calculation and updated previous tests (#17236)
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- fix: remove llama-index-legacy dependency in llama-index-core (#17231)
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- Refined the default documentation generation for function tools (#17208)
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### `llama-index-embeddings-voyageai` [0.3.3]
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- add support for voyageai >=0.3.0 (#17120)
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- Introducting VoyageAI's new multimodal embeddings model (#17261)
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- VoyageAI multimodal embedding, correction (#17284)
22+
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### `llama-index-experimental` [0.5.2]
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- Fixed import errors for experimental JSONalyzeQueryEngine (#17228)
26+
27+
### `llama-index-grapg-stores-neo4j` [0.4.4]
28+
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- Add cypher corrector and allow graph schema filtering (#17223)
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- Add timeout config to neo4j graph (#17267)
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- Add text and embedding type to neo4j enhanced schema (#17289)
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### `llama-index-llms-anthropic` [0.6.3]
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- add content blocks to anthropic (#17274)
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- Do not send blank content to anthropic (#17278)
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- Update anthropic type imports for v0.41.0 release (#17299)
38+
- Fix Anthropic tokenizer protocol (fix by Devin) (#17201)
39+
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### `llama-index-llms-bedrock` [0.3.3]
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- Add Amazon bedrock guardrails (#17281)
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### `llama-index-llms-bedrock-converse` [0.4.2]
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- Add Amazon bedrock guardrails (#17281)
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### `llama-index-llms-gemini` [0.4.1]
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- Gemini 2.0 support (#17249)
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### `llama-index-llms-mistralai` [0.3.1]
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- add tool call id/name to mistral chat messages (#17280)
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### `llama-index-llms-nvidia` [0.3.1]
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- Adding llama 3.3-70b as function-calling-capable (#17253)
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### `llama-index-llms-openai` [0.3.10]
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- fix openai message dicts for tool calls (#17254)
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### `llama-index-llms-text-generation-inference` [0.3.1]
65+
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- Fix: TGI context window (#17252)
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### `llama-index-multi-modal-llms-anthropic` [0.3.1]
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- handle more response types in anthropic multi modal llms (#17302)
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### `llama-index-readers-confluence` [0.3.1]
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- Support Confluence cookies (#17276)
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### `llama-index-vector-stores-milvus` [0.4.0]
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- Parse "milvus_search_config" out of "vector_store_kwargs" (#17221)
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- refactor and optimize milvus code (#17229)
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### `llama-index-vector-stores-pinecone` [0.4.2]
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- Handle empty retrieved Pinecone index values (#17242)
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### `llama-index-vector-stores-qdrant` [0.4.1]
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- feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270)
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### `llama-index-vector-stores-weaviate` [1.3.0]
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- Add async support to weaviate vector store integration (#17220)
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## [2024-12-09]
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### `llama-index-core` [0.12.5]
@@ -14,6 +104,10 @@
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- feat: integration on pinecone hosted rerankers (#17192)
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### `llama-index-tools-scrapegraph` [0.1.0]
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- Add Scrapegraph tool integration (#17238)
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17111
### `llama-index-vector-stores-postgres` [0.3.3]
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- Update pgvector dependency to version 0.3.6 (#17195)

‎docs/docs/api_reference/tools/scrapegraph.md

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::: llama_index.tools.scrapegraph
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options:
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members:
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- ScrapegraphToolSpec

‎docs/mkdocs.yml

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- ./examples/cookbooks/contextual_retrieval.ipynb
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- ./examples/cookbooks/crewai_llamaindex.ipynb
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- ./examples/cookbooks/llama3_cookbook.ipynb
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- ./examples/cookbooks/llama3_cookbook_gaudi.ipynb
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- ./examples/cookbooks/llama3_cookbook_groq.ipynb
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- ./examples/cookbooks/llama3_cookbook_ollama_replicate.ipynb
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- ./examples/cookbooks/mistralai.ipynb
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- ./examples/embeddings/nomic.ipynb
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- ./examples/embeddings/nvidia.ipynb
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- ./examples/embeddings/oci_genai.ipynb
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- ./examples/embeddings/octoai.ipynb
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- ./examples/embeddings/ollama_embedding.ipynb
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- ./examples/embeddings/openvino.ipynb
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- ./examples/embeddings/optimum_intel.ipynb
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- ./examples/ingestion/document_management_pipeline.ipynb
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- ./examples/ingestion/ingestion_gdrive.ipynb
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- ./examples/ingestion/parallel_execution_ingestion_pipeline.ipynb
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- ./examples/ingestion/redis_ingestion_pipeline.ipynb
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- LLMs:
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- ./examples/llm/ai21.ipynb
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- ./examples/llm/alephalpha.ipynb
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- ./examples/llm/rungpt.ipynb
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- ./examples/llm/sagemaker_endpoint_llm.ipynb
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- ./examples/llm/sambanovasystems.ipynb
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- ./examples/llm/solar.ipynb
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- ./examples/llm/together.ipynb
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- ./examples/llm/unify.ipynb
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- ./examples/llm/upstage.ipynb
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- ./examples/llm/vertex.ipynb
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- ./examples/llm/vicuna.ipynb
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- ./examples/vector_stores/LanternAutoRetriever.ipynb
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- ./examples/vector_stores/LanternIndexDemo.ipynb
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- ./examples/vector_stores/LindormDemo.ipynb
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- ./examples/vector_stores/MetalIndexDemo.ipynb
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- ./examples/vector_stores/MilvusHybridIndexDemo.ipynb
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- ./examples/vector_stores/MilvusIndexDemo.ipynb
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- ./examples/vector_stores/MilvusOperatorFunctionDemo.ipynb
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- ./api_reference/tools/requests.md
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- ./api_reference/tools/retriever.md
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- ./api_reference/tools/salesforce.md
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- ./api_reference/tools/scrapegraph.md
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- ./api_reference/tools/shopify.md
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- ./api_reference/tools/slack.md
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- ./api_reference/tools/tavily_research.md
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- ../llama-index-integrations/llms/llama-index-llms-nebius
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- ../llama-index-integrations/postprocessor/llama-index-postprocessor-bedrock-rerank
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- ../llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank
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- ../llama-index-integrations/tools/llama-index-tools-scrapegraph
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- redirects:
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redirect_maps:
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./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

‎llama-index-core/llama_index/core/__init__.py

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"""Init file of LlamaIndex."""
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__version__ = "0.12.5"
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__version__ = "0.12.6"
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import logging
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from logging import NullHandler

‎llama-index-core/pyproject.toml

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repository = "https://github.com/run-llama/llama_index"
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version = "0.12.5"
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version = "0.12.6"
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[tool.poetry.dependencies]
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SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

‎llama-index-integrations/vector_stores/llama-index-vector-stores-nile/pyproject.toml

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license = "MIT"
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name = "llama-index-vector-stores-nile"
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version = "0.2.0"
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version = "0.2.1"
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python = ">=3.9,<4.0"
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llama-index-core = "^0.12.0"
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llama-index-core = "^0.12.6"
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[tool.poetry.group.dev.dependencies]

‎llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/pyproject.toml

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license = "MIT"
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name = "llama-index-vector-stores-postgres"
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version = "0.4.0"
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version = "0.4.1"
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python = ">=3.9,<4.0"
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pgvector = ">=0.3.6,<1.0.0"
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psycopg2-binary = ">=2.9.9,<3.0.0"
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asyncpg = ">=0.29.0,<1.0.0"
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llama-index-core = "^0.12.0"
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llama-index-core = "^0.12.6"
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‎llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/pyproject.toml

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name = "llama-index-vector-stores-qdrant"
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version = "0.4.0"
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version = "0.4.1"
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python = ">=3.9,<3.13"
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qdrant-client = ">=1.7.1"
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grpcio = "^1.60.0"
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llama-index-core = "^0.12.6"
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[tool.poetry.extras]
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fastembed = ["fastembed"]

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