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Title: langchain_fireworks | LangChain Reference

Open Graph Title: langchain_fireworks

X Title: langchain_fireworks

Description: Python API reference for langchain_fireworks. Part of the LangChain ecosystem.

Open Graph Description: Python API reference for langchain_fireworks. Part of the LangChain ecosystem.

X Description: Python API reference for langchain_fireworks. Part of the LangChain ecosystem.

Opengraph URL: https://reference.langchain.com/python/langchain-fireworks

direct link

Domain: reference.langchain.com

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Links:

LangChain Reference home pagehttps://reference.langchain.com/
GitHubhttps://github.com/langchain-ai
Main Docshttps://docs.langchain.com/
Deep Agentshttps://reference.langchain.com/python/deepagents
LangChainhttps://reference.langchain.com/python/langchain/overview
LangGraphhttps://reference.langchain.com/python/langgraph/overview
Integrationshttps://reference.langchain.com/python/integrations/overview
LangSmithhttps://reference.langchain.com/python/langsmith
Overviewhttps://reference.langchain.com/python/integrations/overview
Overviewhttps://reference.langchain.com/python/langchain-fireworks
Chat Modelshttps://reference.langchain.com/python/langchain-fireworks/chat-models
LLMshttps://reference.langchain.com/python/langchain-fireworks/llms
Embeddingshttps://reference.langchain.com/python/langchain-fireworks/embeddings
Google GenAI (Gemini)https://reference.langchain.com/python/langchain-google-genai
Google Vertex AIhttps://reference.langchain.com/python/langchain-google-vertexai
IBMhttps://reference.langchain.com/python/langchain-ibm
https://chat.langchain.com/
Overviewhttps://reference.langchain.com/python/langchain-fireworks
Chat Modelshttps://reference.langchain.com/python/langchain-fireworks/chat-models
LLMshttps://reference.langchain.com/python/langchain-fireworks/llms
Embeddingshttps://reference.langchain.com/python/langchain-fireworks/embeddings
Google GenAI (Gemini)https://reference.langchain.com/python/langchain-google-genai
Google Vertex AIhttps://reference.langchain.com/python/langchain-google-vertexai
IBMhttps://reference.langchain.com/python/langchain-ibm
https://pypi.org/project/langchain-fireworks/#history
https://opensource.org/licenses/MIT
https://pypistats.org/packages/langchain-fireworks
the docshttps://docs.langchain.com/oss/python/integrations/providers/fireworks
ClassFireworksContextOverflowErrorBadRequestError raised when input exceeds Fireworks's context limit.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksContextOverflowError
ClassFireworksAuthenticationErrorFireworks authentication error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksAuthenticationError
ClassFireworksPermissionDeniedErrorFireworks permission error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksPermissionDeniedError
ClassFireworksInvalidRequestErrorFireworks bad-request error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksInvalidRequestError
ClassFireworksModelNotFoundErrorFireworks not-found error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksModelNotFoundError
ClassFireworksRateLimitErrorFireworks rate-limit error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksRateLimitError
ClassFireworksAPIErrorFireworks server error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksAPIError
ClassFireworksConnectionErrorFireworks connection error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksConnectionError
ClassFireworksTimeoutErrorFireworks timeout error classified as a LangChain model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksTimeoutError
ClassFireworksReadTimeoutErrorFireworks stream read timeout classified as a retryable model error.https://reference.langchain.com/python/langchain-fireworks/chat_models/FireworksReadTimeoutError
ClassChatFireworksFireworks Chat large language models API. To use, you should have the environment variable FIREWORKS_API_KEY set with your API key. Any parameters that are valid to be passed to the fireworks.crhttps://reference.langchain.com/python/langchain-fireworks/chat_models/ChatFireworks
ClassFireworksLLM models from Fireworks. To use, you'll need an API key. This can be passed in as init param fireworks_api_key or set as environment variable FIREWORKS_API_KEY. [Firehttps://reference.langchain.com/python/langchain-fireworks/llms/Fireworks
ClassFireworksEmbeddingsFireworks embedding model integration. Setup: Install langchain_fireworks and set environment variable FIREWORKS_API_KEY. pip install -U langchain_fireworks export F https://reference.langchain.com/python/langchain-fireworks/embeddings/FireworksEmbeddings
ClassFireworksRerankDocument compressor that uses Fireworks' reranking API.https://reference.langchain.com/python/langchain-fireworks/rerank/FireworksRerank
ClassFireworksPromptCachingMiddlewareSet Fireworks prompt-cache session affinity from the active thread ID. Fireworks prompt caching is enabled by default. This middleware improves cache hit rate by pinning session affinity to a SHA-256https://reference.langchain.com/python/langchain-fireworks/middleware/prompt_caching/FireworksPromptCachingMiddleware
Modulelangchain_fireworksFireworks AI integration for LangChain.https://reference.langchain.com/python/langchain-fireworks/langchain_fireworks
Modulechat_modelsFireworks chat wrapper.https://reference.langchain.com/python/langchain-fireworks/chat_models
ModulellmsWrapper around Fireworks AI's Completion API.https://reference.langchain.com/python/langchain-fireworks/llms
ModuleversionBackwards-compatible re-export from langchain_fireworks._version.https://reference.langchain.com/python/langchain-fireworks/version
Moduleembeddingshttps://reference.langchain.com/python/langchain-fireworks/embeddings
ModulererankFireworks document reranking integration.https://reference.langchain.com/python/langchain-fireworks/rerank
ModuledataModel profile data. All edits should be made in profile_augmentations.toml.https://reference.langchain.com/python/langchain-fireworks/data
ModulemiddlewareMiddleware for Fireworks models.https://reference.langchain.com/python/langchain-fireworks/middleware
Moduleprompt_cachingMiddleware for Fireworks prompt-cache session affinity. Requires langchain for the agent middleware framework. It is imported lazily, and an ImportError with install guidance is raised if it is mhttps://reference.langchain.com/python/langchain-fireworks/middleware/prompt_caching
TypeTokenUsageTreeRaw provider token usage: a tree of int leaves and nested dict nodes (e.g. prompt_tokens_details). Modeled as a recursive alias so the merge helper's signature carries the shape rather than leahttps://reference.langchain.com/python/langchain-fireworks/chat_models/TokenUsageTree

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