v0.11.21 (#16771)

run-llama · Nov 1, 2024 · 35234d2 · 35234d2
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,135 @@
 # ChangeLog
 
+## [2024-10-31]
+
+### `llama-index-core` [0.11.21]
+
+- Fixed issue with default value set as None for workflow `ctx.get()` (#16756)
+- fix various issues with react agent streaming (#16755)
+- add unit test for query pipeline (#16749)
+- Fix \_merge_ref_doc_kv_pairs duped for-loop (#16739)
+- bugfix: determine if nodes is none when creating index (#16703)
+- fixes LLMRerank default_parse_choice_select_answer_fn parsing issue (#16736)
+- fix return type check on workflows (#16724)
+- Fixing a verbose issue and making sql errors more informative (#16686)
+
+### `llama-index-embeddings-siliconflow` [0.1.0]
+
+- add siliconflow embedding class (#16753)
+
+### `llama-index-graph-stores-falkordb` [0.2.4]
+
+- Multi-Graph-Supported-FalkorDB (#16482)
+
+### `llama-index-llms-anthropic` [0.3.8]
+
+- adding additional claude model name, for vertex AI (#16692)
+
+### `llama-index-llms-bedrock-converse` [0.3.6]
+
+- Added mistral large2 model id in bedrock (#16742)
+- Improve Bedrock Tool Calling (#16723)
+- add new sonnet3.5 to function calling bedrock converse models (#16702)
+- update bedrock models (#16698)
+
+### `llama-index-llms-bedrock` [0.2.5]
+
+- Added mistral large2 model id in bedrock (#16742)
+- add new sonnet3.5 to function calling bedrock converse models (#16702)
+- update bedrock models (#16698)
+
+### `llama-index-llms-cohere` [0.3.2]
+
+- Adding support to the new Aya-Expanse models from Cohere (#16733)
+
+### `llama-index-llms-dashscope` [0.2.3]
+
+- DashScope llm support async (#16711)
+
+### `llama-index-llms-nvidia` [0.3.4]
+
+- add nvidia/llama-3.2-nv-embedqa-1b-v1 to set of supported models (#16694)
+
+### `llama-index-llms-pipeshift` [0.1.0]
+
+- Pipeshift llama index integration (#16610)
+
+### `llama-index-memory-mem0` [0.1.0]
+
+- add Mem0 as a memory (#16708)
+
+### `llama-index-multi-modal-llms-anthropic` [0.2.4]
+
+- Fix anthropic multimodal deps conflict, update models (#16699)
+
+### `llama-index-node-parser-docling` [0.2.0]
+
+- feat: update Docling reader & node parser to Docling v2 (#16677)
+
+### `llama-index-postprocessor-nvidia-rerank` [0.3.3]
+
+- add nvidia/llama-3.2-nv-rerankqa-1b-v1 to set of supported models (#16695)
+
+### `llama-index-postprocessor-siliconflow-rerank` [0.1.0]
+
+- add siliconflow rerank class (#16737)
+
+### `llama-index-readers-docling` [0.2.0]
+
+- feat: update Docling reader & node parser to Docling v2 (#16677)
+
+### `llama-index-readers-microsoft-onedrive` [0.2.1]
+
+- feat: add permissions to one drive metadata (#16646)
+
+### `llama-index-storage-chat-store-azure` [0.2.4]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+- Add missing awaits in azure chat store (#16645)
+
+### `llama-index-storage-docstore-azure` [0.2.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-storage-index-store-azure` [0.3.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-storage-kvstore-azure` [0.2.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-tools-openai-image-generation` [0.3.0]
+
+- Makes the tool more compatible with the options, also for the future (#16676)
+
+### `llama-index-tools-vectara-query` [0.1.0]
+
+- Add Vectara Query Tool (#16722)
+
+### `llama-index-vector-stores-azureaisearch` [0.2.6]
+
+- Allow defining retrievable fields in Azure Vector Store (#16766)
+- feat: add get_nodes azureai search (#16761)
+- Added get_nodes() function in AISearch vector store (#16653)
+- Fix querying for ID in AzureAISearchVectorStore (fixes delete_nodes by node_ids) (#16769)
+
+### `llama-index-vector-stores-hnswlib` [0.2.0]
+
+- Fixed issue with persistence, rearranged and added new options to construction of HnswlibVectorStore (#16673)
+
+### `llama-index-vector-stores-opensearch` [0.4.1]
+
+- Init OpensearchVectorClient with `os_async_client` (#16767)
+
+### `llama-index-vector-stores-qdrant` [0.3.3]
+
+- chore: add embeddings on qdrant get_nodes return (#16760)
+
+### `llama-index-vector-stores-weaviate` [1.1.3]
+
+- add default ID if node ID is not provided (#16671)
+
 ## [2024-10-24]
 
 ### `llama-index-core` [0.11.20]

diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
@@ -1,5 +1,135 @@
 # ChangeLog
 
+## [2024-10-31]
+
+### `llama-index-core` [0.11.21]
+
+- Fixed issue with default value set as None for workflow `ctx.get()` (#16756)
+- fix various issues with react agent streaming (#16755)
+- add unit test for query pipeline (#16749)
+- Fix _merge_ref_doc_kv_pairs duped for-loop (#16739)
+- bugfix: determine if nodes is none when creating index (#16703)
+- fixes LLMRerank default_parse_choice_select_answer_fn parsing issue (#16736)
+- fix return type check on workflows (#16724)
+- Fixing a verbose issue and making sql errors more informative (#16686)
+
+### `llama-index-embeddings-siliconflow` [0.1.0]
+
+- add siliconflow embedding class (#16753)
+
+### `llama-index-graph-stores-falkordb` [0.2.4]
+
+- Multi-Graph-Supported-FalkorDB (#16482)
+
+### `llama-index-llms-anthropic` [0.3.8]
+
+- adding additional claude model name, for vertex AI (#16692)
+
+### `llama-index-llms-bedrock-converse` [0.3.6]
+
+- Added mistral large2 model id in bedrock (#16742)
+- Improve Bedrock Tool Calling (#16723)
+- add new sonnet3.5 to function calling bedrock converse models (#16702)
+- update bedrock models (#16698)
+
+### `llama-index-llms-bedrock` [0.2.5]
+
+- Added mistral large2 model id in bedrock (#16742)
+- add new sonnet3.5 to function calling bedrock converse models (#16702)
+- update bedrock models (#16698)
+
+### `llama-index-llms-cohere` [0.3.2]
+
+- Adding support to the new Aya-Expanse models from Cohere (#16733)
+
+### `llama-index-llms-dashscope` [0.2.3]
+
+- DashScope llm support async (#16711)
+
+### `llama-index-llms-nvidia` [0.3.4]
+
+- add nvidia/llama-3.2-nv-embedqa-1b-v1 to set of supported models (#16694)
+
+### `llama-index-llms-pipeshift` [0.1.0]
+
+- Pipeshift llama index integration (#16610)
+
+### `llama-index-memory-mem0` [0.1.0]
+
+- add Mem0 as a memory (#16708)
+
+### `llama-index-multi-modal-llms-anthropic` [0.2.4]
+
+- Fix anthropic multimodal deps conflict, update models (#16699)
+
+### `llama-index-node-parser-docling` [0.2.0]
+
+- feat: update Docling reader & node parser to Docling v2 (#16677)
+
+### `llama-index-postprocessor-nvidia-rerank` [0.3.3]
+
+- add nvidia/llama-3.2-nv-rerankqa-1b-v1 to set of supported models (#16695)
+
+### `llama-index-postprocessor-siliconflow-rerank` [0.1.0]
+
+- add siliconflow rerank class (#16737)
+
+### `llama-index-readers-docling` [0.2.0]
+
+- feat: update Docling reader & node parser to Docling v2 (#16677)
+
+### `llama-index-readers-microsoft-onedrive` [0.2.1]
+
+- feat: add permissions to one drive metadata (#16646)
+
+### `llama-index-storage-chat-store-azure` [0.2.4]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+- Add missing awaits in azure chat store (#16645)
+
+### `llama-index-storage-docstore-azure` [0.2.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-storage-index-store-azure` [0.3.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-storage-kvstore-azure` [0.2.1]
+
+- Add Managed Identity authentication support for Azure storage components (#16710)
+
+### `llama-index-tools-openai-image-generation` [0.3.0]
+
+- Makes the tool more compatible with the options, also for the future (#16676)
+
+### `llama-index-tools-vectara-query` [0.1.0]
+
+- Add Vectara Query Tool (#16722)
+
+### `llama-index-vector-stores-azureaisearch` [0.2.6]
+
+- Allow defining retrievable fields in Azure Vector Store (#16766)
+- feat: add get_nodes azureai search (#16761)
+- Added get_nodes() function in AISearch vector store (#16653)
+- Fix querying for ID in AzureAISearchVectorStore (fixes delete_nodes by node_ids) (#16769)
+
+### `llama-index-vector-stores-hnswlib` [0.2.0]
+
+- Fixed issue with persistence, rearranged and added new options to construction of HnswlibVectorStore (#16673)
+
+### `llama-index-vector-stores-opensearch` [0.4.1]
+
+- Init OpensearchVectorClient with `os_async_client` (#16767)
+
+### `llama-index-vector-stores-qdrant` [0.3.3]
+
+- chore: add embeddings on qdrant get_nodes return (#16760)
+
+### `llama-index-vector-stores-weaviate` [1.1.3]
+
+- add default ID if node ID is not provided (#16671)
+
 ## [2024-10-24]
 
 ### `llama-index-core` [0.11.20]

diff --git a/docs/docs/api_reference/embeddings/siliconflow.md b/docs/docs/api_reference/embeddings/siliconflow.md
@@ -0,0 +1,4 @@
+::: llama_index.embeddings.siliconflow
+    options:
+      members:
+        - SiliconFlowEmbedding
diff --git a/docs/docs/api_reference/memory/mem0.md b/docs/docs/api_reference/memory/mem0.md
@@ -0,0 +1,4 @@
+::: llama_index.memory.mem0
+    options:
+      members:
+        - Mem0Memory
diff --git a/docs/docs/api_reference/postprocessor/siliconflow_rerank.md b/docs/docs/api_reference/postprocessor/siliconflow_rerank.md
@@ -0,0 +1,4 @@
+::: llama_index.postprocessor.siliconflow_rerank
+    options:
+      members:
+        - SiliconFlowRerank
diff --git a/docs/docs/api_reference/tools/vectara_query.md b/docs/docs/api_reference/tools/vectara_query.md
@@ -0,0 +1,4 @@
+::: llama_index.tools.vectara_query
+    options:
+      members:
+        - VectaraQueryToolSpec
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
@@ -161,6 +161,7 @@ nav:
           - ./examples/cookbooks/oreilly_course_cookbooks/Module-7/Multi_Modal_RAG_System.ipynb
           - ./examples/cookbooks/oreilly_course_cookbooks/Module-8/Advanced_RAG_with_LlamaParse.ipynb
           - ./examples/cookbooks/prometheus2_cookbook.ipynb
+          - ./examples/cookbooks/toolhouse_llamaindex.ipynb
       - Customization:
           - ./examples/customization/llms/AzureOpenAI.ipynb
           - ./examples/customization/llms/SimpleIndexDemo-ChatGPT.ipynb
@@ -909,6 +910,7 @@ nav:
           - ./api_reference/embeddings/oracleai.md
           - ./api_reference/embeddings/premai.md
           - ./api_reference/embeddings/sagemaker_endpoint.md
+          - ./api_reference/embeddings/siliconflow.md
           - ./api_reference/embeddings/text_embeddings_inference.md
           - ./api_reference/embeddings/textembed.md
           - ./api_reference/embeddings/together.md
@@ -1122,6 +1124,7 @@ nav:
       - Memory:
           - ./api_reference/memory/chat_memory_buffer.md
           - ./api_reference/memory/index.md
+          - ./api_reference/memory/mem0.md
           - ./api_reference/memory/simple_composable_memory.md
           - ./api_reference/memory/vector_memory.md
       - Metadata Extractors:
@@ -1194,6 +1197,7 @@ nav:
           - ./api_reference/postprocessor/rankllm_rerank.md
           - ./api_reference/postprocessor/sbert_rerank.md
           - ./api_reference/postprocessor/sentence_optimizer.md
+          - ./api_reference/postprocessor/siliconflow_rerank.md
           - ./api_reference/postprocessor/similarity.md
           - ./api_reference/postprocessor/tei_rerank.md
           - ./api_reference/postprocessor/time_weighted.md
@@ -1631,6 +1635,7 @@ nav:
           - ./api_reference/tools/tavily_research.md
           - ./api_reference/tools/text_to_image.md
           - ./api_reference/tools/tool_spec.md
+          - ./api_reference/tools/vectara_query.md
           - ./api_reference/tools/vector_db.md
           - ./api_reference/tools/waii.md
           - ./api_reference/tools/weather.md
@@ -2291,6 +2296,10 @@ plugins:
             - ../llama-index-integrations/storage/docstore/llama-index-storage-docstore-couchbase
             - ../llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase
             - ../llama-index-integrations/llms/llama-index-llms-reka
+            - ../llama-index-integrations/tools/llama-index-tools-vectara-query
+            - ../llama-index-integrations/embeddings/llama-index-embeddings-siliconflow
+            - ../llama-index-integrations/memory/llama-index-memory-mem0
+            - ../llama-index-integrations/postprocessor/llama-index-postprocessor-siliconflow-rerank
   - redirects:
       redirect_maps:
         ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

diff --git a/llama-index-core/llama_index/core/__init__.py b/llama-index-core/llama_index/core/__init__.py
@@ -1,6 +1,6 @@
 """Init file of LlamaIndex."""
 
-__version__ = "0.11.20"
+__version__ = "0.11.21"
 
 import logging
 from logging import NullHandler

diff --git a/llama-index-core/pyproject.toml b/llama-index-core/pyproject.toml
@@ -46,7 +46,7 @@ name = "llama-index-core"
 packages = [{include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.11.20"
+version = "0.11.21"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

diff --git a/llama-index-integrations/memory/llama-index-memory-mem0/pyproject.toml b/llama-index-integrations/memory/llama-index-memory-mem0/pyproject.toml
@@ -9,6 +9,13 @@ check-hidden = true
 # work through many typos (--write-changes and --interactive will help)
 skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb"
 
+[tool.llamahub]
+contains_example = false
+import_path = "llama_index.memory.mem0"
+
+[tool.llamahub.class_authors]
+Mem0Memory = "llama-index"
+
 [tool.mypy]
 disallow_untyped_defs = true
 # Remove venv skip when integrated with pre-commit