ROADMAP.md

General Road Map

The roadmap of the project

Architecture

• Faulted state handling
• Chain Validation
• Generic Chain

Infrastructure

• netstandard
• PythonToDotnet Chain
• Documentation generation
• NuGet building and deploying
• PR flow setup

Dotnet stack support

• NuGet Meta-package
• NuGet ASP.NET/CI support
• Configuration binding

LLMs

• BaseLLM
• OpenAI
• AzureOpenAI
• Cohere
• HuggingFaceHub
• HuggingFacePipeline
• AI21
• Anthropic
• CerebriumAI
• ForefrontAI
• GooseAI
• NLPCloud
• PromptLayerOpenAI

Prompts

• PromptTemplate
• MustashePromptTemplate
• FewShotPromptTemplate
• ChatMLPromptTemplate
• LengthBasedExampleSelector
• MaxMarginalRelevanceExampleSelector
• SemanticSimilarityExampleSelector

Chains

• ModelChain
• SequentialChain
• StuffDocumentsChain
• Conversation Chain
• Question Answering Chain
• RefineDocumentsChain
• MapReduceDocumentsChain
• MapRerankDocumentsChain
• APIChain
• AnalyzeDocumentChain
• OpenAIModerationChain
• ChatVectorDBChain
• GraphQAChain
• HypotheticalDocumentEmbedder
• LLMBashChain
• LLMCheckerChain
• LLMMathChain
• LLMRequestsChain
• QAWithSourcesChain
• SQLDatabaseChain
• SequentialChain
• VectorDBQAWithSourcesChain
• Vector DB QA Chain
• Chat Vector DB QA Chain

Indexes

• Documents
• Embeddings
• Text Splitter
• Vectorstores

Use-Cases

• Website search
• Chatbot
• WebQA

Utils

• Execute C# code from LLM prompt
• SerpAPI
• SearxNG Search
• Docstore
• Text Splitter
• Embeddings
• VectorStores

Agents

• Agent
• ConversationalAgent
• ReActChain
• ReActTextWorldAgent
• SelfAskWithSearchChain
• ZeroShotAgent

Memory

• Buffer Memory
• Memory

Examples

• Describe Unit Test