v0.13.0

What's Changed

• Docker support added by @TesAnti in #66
• ConversationBufferMemory added together with chains that can use it and demo test by @TesAnti in #67
• added audio chains by @TesAnti in #69
• added caching to chains that using models by @TesAnti in #72
• MapReduceChain and ReduceChain by @khoroshevj in #77
• MarkdownHeaderTextSplitter, SQLite vector store by @TesAnti in #79
• SqlDatabaseChain with Postgres implementation by @khoroshevj in #83
• ConversationalRetrievalChain by @khoroshevj in #85
• Redis message history by @khoroshevj in #86
• duckduckgo search and websearch retriever by @khoroshevj in #87
• postgres vector store (pgvector extension) by @khoroshevj in #88
• feat: Google Gemini by @gunpal5 in #90
• Agents by @TesAnti in #92
• Added support for Azure OpenAI provider by @kharedev247 in #93
• Ollama provider by @TesAnti in #95
• Stable diffusion support by @TesAnti in #96
• image generation small fix to match results of AUTOMATIC1111 UI by @TesAnti in #97
• Hook for chain execution tracing by @TesAnti in #98
• Add Azure Embeddings Model Interface implementation by @IRooc in #116
• Azure Image Dall-e-3 setup by @IRooc in #118
• Preparations for code-execution agents by @TesAnti in #120
• feat: added file-based history by @hiptopjones in #121
• Simplified SQLite vector store creation by @TesAnti in #123
• added hook for chain links by @TesAnti in #125
• feat: added AWS Bedrock provider and tests. by @curlyfro in #129
• feat: add additional memory classes and do some cleanup by @hiptopjones in #132
• Unified agents tool by @TesAnti in #134
• Resolves #135 - Adds propers async/await to LLMChain ParseResult by @ericgreenmix in #136
• Google search tool and cleanup by @TesAnti in #138
• feat: added more Amazon Bedrock models and added SageMaker project by @curlyfro in #141
• feat: Refactor providers by @HavenDV in #131
• added ability to serve user chains though api by @TesAnti in #145
• Serve example by @TesAnti in #146
• Updated Amazon Bedrock models. by @curlyfro in #147
• fix: handful of bugs in OpenAI image generation by @hiptopjones in #148
• fix: updates to Serve project and example by @hiptopjones in #151
• fix: Bugfix Cohere streaming stop_reason by @curlyfro in #150
• feat: Added ImageToText abstractions and HuggingFace implementation. by @curlyfro in #152
• fix: SageMaker customizable inputs and responses by @curlyfro in #154
• fix: Fixed warnings from latest commit. by @curlyfro in #155
• feat: Added OpenAI Whisper STT provider using Whisper.Net library by @Lyx52 in #153
• Fixed the MarkdownHeaderTextSplitter and it's test to match closer to the original implementation by @TesAnti in #157
• small fixes to pdf source and sqlite provider by @TesAnti in #158
• feat: Added Claude3 and Mistral models for AWS Bedrock by @curlyfro in #159
• feat: added Bedrock Claude3 model request image and streaming support by @curlyfro in #160
• Update usage example in readme.md by @TesAnti in #161

New Contributors

• @allcontributors made their first contribution in #60
• @gunpal5 made their first contribution in #90
• @kharedev247 made their first contribution in #93
• @IRooc made their first contribution in #116
• @hiptopjones made their first contribution in #121
• @curlyfro made their first contribution in #129
• @ericgreenmix made their first contribution in #136
• @HavenDV made their first contribution in #131
• @Lyx52 made their first contribution in #153

Full Changelog: v0.12.2...v0.13.0