From 36bc8dcad909f90ccfa729e3541405e1957ccfec Mon Sep 17 00:00:00 2001 From: kingtroga Date: Wed, 25 Dec 2024 09:32:10 +0100 Subject: [PATCH 1/2] "initial commit" --- .../falkordb_chat_message_history.ipynb | 73 +++++++++++++++++++ .../integrations/providers/falkordb.ipynb | 72 ++++++++++++++++++ libs/packages.yml | 3 + 3 files changed, 148 insertions(+) create mode 100644 docs/docs/integrations/memory/falkordb_chat_message_history.ipynb create mode 100644 docs/docs/integrations/providers/falkordb.ipynb diff --git a/docs/docs/integrations/memory/falkordb_chat_message_history.ipynb b/docs/docs/integrations/memory/falkordb_chat_message_history.ipynb new file mode 100644 index 0000000000000..759841778bc50 --- /dev/null +++ b/docs/docs/integrations/memory/falkordb_chat_message_history.ipynb @@ -0,0 +1,73 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FalkorDB\n", + "\n", + "FalkorDB is an open-source graph database management system, renowned for its efficient management of highly connected data. Unlike traditional databases that store data in tables, FalkorDB uses a graph structure with nodes, edges, and properties to represent and store data. This design allows for high-performance queries on complex data relationships.\n", + "\n", + "This notebook goes over how to use `FalkorDB` to store chat message history\n", + "\n", + "**NOTE**: You can use FalkorDB locally or use FalkorDB Cloud. See installation instructions" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# For this example notebook we will be using FalkorDB locally\n", + "host = \"localhost\"\n", + "port = 6379" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_falkordb.message_history import (\n", + " FalkorDBChatMessageHistory,\n", + ")\n", + "\n", + "history = FalkorDBChatMessageHistory(host=host, port=port, session_id=\"session_id_1\")\n", + "\n", + "history.add_user_message(\"hi!\")\n", + "\n", + "history.add_ai_message(\"whats up?\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[HumanMessage(content='hi!', additional_kwargs={}, response_metadata={}),\n", + " AIMessage(content='whats up?', additional_kwargs={}, response_metadata={})]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "history.messages" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/docs/integrations/providers/falkordb.ipynb b/docs/docs/integrations/providers/falkordb.ipynb new file mode 100644 index 0000000000000..8ac41a19cfddc --- /dev/null +++ b/docs/docs/integrations/providers/falkordb.ipynb @@ -0,0 +1,72 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FalkorDB\n", + "\n", + ">What is `FalkorDB`?\n", + "\n", + ">- FalkorDB is an `open-source database management system` that specializes in graph database technology.\n", + ">- FalkorDB allows you to represent and store data in nodes and edges, making it ideal for handling connected data and relationships.\n", + ">- FalkorDB Supports OpenCypher query language with proprietary extensions, making it easy to interact with and query your graph data.\n", + ">- With FalkorDB, you can achieve high-performance `graph traversals and queries`, suitable for production-level systems.\n", + "\n", + ">Get started with FalkorDB by visiting [their website](https://docs.falkordb.com/)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Installation and Setup\n", + "\n", + "- Install the Python SDK with `pip install falkordb langchain-falkordb`" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## VectorStore\n", + "\n", + "The FalkorDB vector index is used as a vectorstore,\n", + "whether for semantic search or example selection.\n", + "\n", + "```python\n", + "from langchain_community.vectorstores.falkordb_vector import FalkorDBVector\n", + "```\n", + "or \n", + "\n", + "```python\n", + "from langchain_falkordb.vectorstore import FalkorDBVector\n", + "```\n", + "\n", + "See a [usage example](/docs/integrations/vectorstores/falkordbvector.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Memory\n", + "\n", + "See a [usage example](/docs/integrations/memory/falkordb_chat_message_history.ipynb).\n", + "\n", + "```python\n", + "from langchain_falkordb.message_history import (\n", + " FalkorDBChatMessageHistory,\n", + ")\n", + "```" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/libs/packages.yml b/libs/packages.yml index da26ed6f0cfb8..40d45a78df426 100644 --- a/libs/packages.yml +++ b/libs/packages.yml @@ -166,4 +166,7 @@ packages: path: . - name: langchain-predictionguard repo: predictionguard/langchain-predictionguard + path: . + - name: langchain-falkordb + repo: kingtroga/langchain-falkordb path: . \ No newline at end of file From f3d8c52201b27aefbe57e7d2e4c880b890b3fdd7 Mon Sep 17 00:00:00 2001 From: Tari Yekorogha Date: Wed, 25 Dec 2024 10:08:10 +0100 Subject: [PATCH 2/2] Update packages.yml --- libs/packages.yml | 612 +++++++++++++++++++++++----------------------- 1 file changed, 306 insertions(+), 306 deletions(-) diff --git a/libs/packages.yml b/libs/packages.yml index f4ea79a99ad10..466da501f21c9 100644 --- a/libs/packages.yml +++ b/libs/packages.yml @@ -170,309 +170,309 @@ packages: - name: langchain-falkordb repo: kingtroga/langchain-falkordb path: . -- name: langchain-core - path: libs/core - repo: langchain-ai/langchain - downloads: 27728892 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-text-splitters - path: libs/text-splitters - repo: langchain-ai/langchain - downloads: 10343427 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain - path: libs/langchain - repo: langchain-ai/langchain - downloads: 27515102 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-community - path: libs/community - repo: langchain-ai/langchain - downloads: 17505668 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-experimental - path: libs/experimental - repo: langchain-ai/langchain-experimental - downloads: 1710421 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-cli - path: libs/cli - repo: langchain-ai/langchain - downloads: 55505 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-ai21 - path: libs/ai21 - repo: langchain-ai/langchain-ai21 - downloads: 3453 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-anthropic - path: libs/partners/anthropic - repo: langchain-ai/langchain - js: '@langchain/anthropic' - downloads: 1163020 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-chroma - path: libs/partners/chroma - repo: langchain-ai/langchain - downloads: 450092 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-exa - path: libs/partners/exa - repo: langchain-ai/langchain - provider_page: exa_search - js: '@langchain/exa' - downloads: 4560 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-fireworks - path: libs/partners/fireworks - repo: langchain-ai/langchain - downloads: 73179 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-groq - path: libs/partners/groq - repo: langchain-ai/langchain - js: '@langchain/groq' - downloads: 370373 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-huggingface - path: libs/partners/huggingface - repo: langchain-ai/langchain - downloads: 375151 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-ibm - path: libs/ibm - repo: langchain-ai/langchain-ibm - js: '@langchain/ibm' - downloads: 261091 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-localai - path: libs/localai - repo: mkhludnev/langchain-localai - downloads: 510 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-milvus - path: libs/milvus - repo: langchain-ai/langchain-milvus - downloads: 111126 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-mistralai - path: libs/partners/mistralai - repo: langchain-ai/langchain - js: '@langchain/mistralai' - downloads: 232463 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-mongodb - path: libs/mongodb - repo: langchain-ai/langchain-mongodb - provider_page: mongodb_atlas - js: '@langchain/mongodb' - downloads: 113328 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-nomic - path: libs/partners/nomic - repo: langchain-ai/langchain - js: '@langchain/nomic' - downloads: 10175 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-openai - path: libs/partners/openai - repo: langchain-ai/langchain - js: '@langchain/openai' - downloads: 7994138 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-pinecone - path: libs/partners/pinecone - repo: langchain-ai/langchain - js: '@langchain/pinecone' - downloads: 345657 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-prompty - path: libs/partners/prompty - repo: langchain-ai/langchain - provider_page: microsoft - downloads: 976 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-qdrant - path: libs/partners/qdrant - repo: langchain-ai/langchain - js: '@langchain/qdrant' - downloads: 77743 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-scrapegraph - path: . - repo: ScrapeGraphAI/langchain-scrapegraph - downloads: 907 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-sema4 - path: libs/sema4 - repo: langchain-ai/langchain-sema4 - provider_page: robocorp - downloads: 987 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-together - path: libs/together - repo: langchain-ai/langchain-together - downloads: 44887 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-upstage - path: libs/upstage - repo: langchain-ai/langchain-upstage - downloads: 20951 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-voyageai - path: libs/partners/voyageai - repo: langchain-ai/langchain - downloads: 11253 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-aws - name_title: AWS - path: libs/aws - repo: langchain-ai/langchain-aws - js: '@langchain/aws' - downloads: 1507701 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-astradb - path: libs/astradb - repo: langchain-ai/langchain-datastax - downloads: 64185 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-google-genai - name_title: Google Generative AI - path: libs/genai - repo: langchain-ai/langchain-google - provider_page: google - js: '@langchain/google-genai' - downloads: 732265 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-google-vertexai - path: libs/vertexai - repo: langchain-ai/langchain-google - provider_page: google - js: '@langchain/google-vertexai' - downloads: 7668881 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-google-community - path: libs/community - repo: langchain-ai/langchain-google - provider_page: google - downloads: 3055901 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-weaviate - path: libs/weaviate - repo: langchain-ai/langchain-weaviate - js: '@langchain/weaviate' - downloads: 26639 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-cohere - path: libs/cohere - repo: langchain-ai/langchain-cohere - js: '@langchain/cohere' - downloads: 513053 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-elasticsearch - path: libs/elasticsearch - repo: langchain-ai/langchain-elastic - downloads: 108874 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-nvidia-ai-endpoints - path: libs/ai-endpoints - repo: langchain-ai/langchain-nvidia - provider_page: nvidia - downloads: 129677 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-postgres - path: . - repo: langchain-ai/langchain-postgres - provider_page: pgvector - downloads: 293866 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-redis - path: libs/redis - repo: langchain-ai/langchain-redis - js: '@langchain/redis' - downloads: 17549 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-unstructured - path: libs/unstructured - repo: langchain-ai/langchain-unstructured - downloads: 88721 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-azure-dynamic-sessions - path: libs/azure-dynamic-sessions - repo: langchain-ai/langchain-azure - provider_page: microsoft - js: '@langchain/azure-dynamic-sessions' - downloads: 7285 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-sqlserver - path: libs/sqlserver - repo: langchain-ai/langchain-azure - provider_page: microsoft - downloads: 1489 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-cerebras - path: libs/cerebras - repo: langchain-ai/langchain-cerebras - downloads: 9426 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-snowflake - path: libs/snowflake - repo: langchain-ai/langchain-snowflake - downloads: 2374 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-databricks - path: libs/databricks - repo: langchain-ai/langchain-databricks - downloads: 35495 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-couchbase - path: libs/partners/couchbase - repo: langchain-ai/langchain - downloads: 347 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-ollama - path: libs/partners/ollama - repo: langchain-ai/langchain - js: '@langchain/ollama' - downloads: 310741 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-box - path: libs/box - repo: langchain-ai/langchain-box - downloads: 2749 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-tests - path: libs/standard-tests - repo: langchain-ai/langchain - downloads: 3691 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-neo4j - path: libs/neo4j - repo: langchain-ai/langchain-neo4j - downloads: 8871 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-linkup - path: . - repo: LinkupPlatform/langchain-linkup - downloads: 818 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-yt-dlp - path: . - repo: aqib0770/langchain-yt-dlp - downloads: 776 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-oceanbase - path: . - repo: oceanbase/langchain-oceanbase - downloads: 322 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-predictionguard - path: . - repo: predictionguard/langchain-predictionguard - downloads: 156 - downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' -- name: langchain-cratedb - path: . - repo: crate/langchain-cratedb - downloads: 362 - downloads_updated_at: '2024-12-23T20:53:27.001852+00:00' + - name: langchain-core + path: libs/core + repo: langchain-ai/langchain + downloads: 27728892 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-text-splitters + path: libs/text-splitters + repo: langchain-ai/langchain + downloads: 10343427 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain + path: libs/langchain + repo: langchain-ai/langchain + downloads: 27515102 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-community + path: libs/community + repo: langchain-ai/langchain + downloads: 17505668 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-experimental + path: libs/experimental + repo: langchain-ai/langchain-experimental + downloads: 1710421 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-cli + path: libs/cli + repo: langchain-ai/langchain + downloads: 55505 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-ai21 + path: libs/ai21 + repo: langchain-ai/langchain-ai21 + downloads: 3453 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-anthropic + path: libs/partners/anthropic + repo: langchain-ai/langchain + js: '@langchain/anthropic' + downloads: 1163020 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-chroma + path: libs/partners/chroma + repo: langchain-ai/langchain + downloads: 450092 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-exa + path: libs/partners/exa + repo: langchain-ai/langchain + provider_page: exa_search + js: '@langchain/exa' + downloads: 4560 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-fireworks + path: libs/partners/fireworks + repo: langchain-ai/langchain + downloads: 73179 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-groq + path: libs/partners/groq + repo: langchain-ai/langchain + js: '@langchain/groq' + downloads: 370373 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-huggingface + path: libs/partners/huggingface + repo: langchain-ai/langchain + downloads: 375151 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-ibm + path: libs/ibm + repo: langchain-ai/langchain-ibm + js: '@langchain/ibm' + downloads: 261091 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-localai + path: libs/localai + repo: mkhludnev/langchain-localai + downloads: 510 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-milvus + path: libs/milvus + repo: langchain-ai/langchain-milvus + downloads: 111126 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-mistralai + path: libs/partners/mistralai + repo: langchain-ai/langchain + js: '@langchain/mistralai' + downloads: 232463 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-mongodb + path: libs/mongodb + repo: langchain-ai/langchain-mongodb + provider_page: mongodb_atlas + js: '@langchain/mongodb' + downloads: 113328 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-nomic + path: libs/partners/nomic + repo: langchain-ai/langchain + js: '@langchain/nomic' + downloads: 10175 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-openai + path: libs/partners/openai + repo: langchain-ai/langchain + js: '@langchain/openai' + downloads: 7994138 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-pinecone + path: libs/partners/pinecone + repo: langchain-ai/langchain + js: '@langchain/pinecone' + downloads: 345657 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-prompty + path: libs/partners/prompty + repo: langchain-ai/langchain + provider_page: microsoft + downloads: 976 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-qdrant + path: libs/partners/qdrant + repo: langchain-ai/langchain + js: '@langchain/qdrant' + downloads: 77743 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-scrapegraph + path: . + repo: ScrapeGraphAI/langchain-scrapegraph + downloads: 907 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-sema4 + path: libs/sema4 + repo: langchain-ai/langchain-sema4 + provider_page: robocorp + downloads: 987 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-together + path: libs/together + repo: langchain-ai/langchain-together + downloads: 44887 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-upstage + path: libs/upstage + repo: langchain-ai/langchain-upstage + downloads: 20951 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-voyageai + path: libs/partners/voyageai + repo: langchain-ai/langchain + downloads: 11253 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-aws + name_title: AWS + path: libs/aws + repo: langchain-ai/langchain-aws + js: '@langchain/aws' + downloads: 1507701 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-astradb + path: libs/astradb + repo: langchain-ai/langchain-datastax + downloads: 64185 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-google-genai + name_title: Google Generative AI + path: libs/genai + repo: langchain-ai/langchain-google + provider_page: google + js: '@langchain/google-genai' + downloads: 732265 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-google-vertexai + path: libs/vertexai + repo: langchain-ai/langchain-google + provider_page: google + js: '@langchain/google-vertexai' + downloads: 7668881 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-google-community + path: libs/community + repo: langchain-ai/langchain-google + provider_page: google + downloads: 3055901 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-weaviate + path: libs/weaviate + repo: langchain-ai/langchain-weaviate + js: '@langchain/weaviate' + downloads: 26639 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-cohere + path: libs/cohere + repo: langchain-ai/langchain-cohere + js: '@langchain/cohere' + downloads: 513053 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-elasticsearch + path: libs/elasticsearch + repo: langchain-ai/langchain-elastic + downloads: 108874 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-nvidia-ai-endpoints + path: libs/ai-endpoints + repo: langchain-ai/langchain-nvidia + provider_page: nvidia + downloads: 129677 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-postgres + path: . + repo: langchain-ai/langchain-postgres + provider_page: pgvector + downloads: 293866 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-redis + path: libs/redis + repo: langchain-ai/langchain-redis + js: '@langchain/redis' + downloads: 17549 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-unstructured + path: libs/unstructured + repo: langchain-ai/langchain-unstructured + downloads: 88721 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-azure-dynamic-sessions + path: libs/azure-dynamic-sessions + repo: langchain-ai/langchain-azure + provider_page: microsoft + js: '@langchain/azure-dynamic-sessions' + downloads: 7285 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-sqlserver + path: libs/sqlserver + repo: langchain-ai/langchain-azure + provider_page: microsoft + downloads: 1489 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-cerebras + path: libs/cerebras + repo: langchain-ai/langchain-cerebras + downloads: 9426 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-snowflake + path: libs/snowflake + repo: langchain-ai/langchain-snowflake + downloads: 2374 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-databricks + path: libs/databricks + repo: langchain-ai/langchain-databricks + downloads: 35495 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-couchbase + path: libs/partners/couchbase + repo: langchain-ai/langchain + downloads: 347 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-ollama + path: libs/partners/ollama + repo: langchain-ai/langchain + js: '@langchain/ollama' + downloads: 310741 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-box + path: libs/box + repo: langchain-ai/langchain-box + downloads: 2749 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-tests + path: libs/standard-tests + repo: langchain-ai/langchain + downloads: 3691 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-neo4j + path: libs/neo4j + repo: langchain-ai/langchain-neo4j + downloads: 8871 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-linkup + path: . + repo: LinkupPlatform/langchain-linkup + downloads: 818 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-yt-dlp + path: . + repo: aqib0770/langchain-yt-dlp + downloads: 776 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-oceanbase + path: . + repo: oceanbase/langchain-oceanbase + downloads: 322 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-predictionguard + path: . + repo: predictionguard/langchain-predictionguard + downloads: 156 + downloads_updated_at: '2024-12-23T20:10:11.816059+00:00' + - name: langchain-cratedb + path: . + repo: crate/langchain-cratedb + downloads: 362 + downloads_updated_at: '2024-12-23T20:53:27.001852+00:00'