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Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. · GitHub

Open Graph Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

X Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

Open Graph Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

X Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

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hello@tensorzero.com

Opengraph URL: https://github.com/cobblercloud/tensorzero

X: @github

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og:image:altTensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero
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https://github.com/cobblercloud/tensorzero#tensorzero
Websitehttps://www.tensorzero.com/
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Quick Start (5min)https://www.tensorzero.com/docs/quickstart
Deployment Guidehttps://www.tensorzero.com/docs/gateway/deployment
API Referencehttps://www.tensorzero.com/docs/gateway/api-reference
Configuration Referencehttps://www.tensorzero.com/docs/gateway/deployment
Automating Code Changelogs at a Large Bank with LLMshttps://www.tensorzero.com/blog/case-study-automating-code-changelogs-at-a-large-bank-with-llms
Quick Starthttps://www.tensorzero.com/docs/quickstart
https://github.com/cobblercloud/tensorzero#features
https://github.com/cobblercloud/tensorzero#-llm-gateway
Anthropichttps://www.tensorzero.com/docs/gateway/guides/providers/anthropic
AWS Bedrockhttps://www.tensorzero.com/docs/gateway/guides/providers/aws-bedrock
AWS SageMakerhttps://www.tensorzero.com/docs/gateway/guides/providers/aws-sagemaker
Azure OpenAI Servicehttps://www.tensorzero.com/docs/gateway/guides/providers/azure
DeepSeekhttps://www.tensorzero.com/docs/gateway/guides/providers/deepseek
Fireworkshttps://www.tensorzero.com/docs/gateway/guides/providers/fireworks
GCP Vertex AI Anthropichttps://www.tensorzero.com/docs/gateway/guides/providers/gcp-vertex-ai-anthropic
GCP Vertex AI Geminihttps://www.tensorzero.com/docs/gateway/guides/providers/gcp-vertex-ai-gemini
Google AI Studio (Gemini API)https://www.tensorzero.com/docs/gateway/guides/providers/google-ai-studio-gemini
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any OpenAI-compatible API (e.g. Ollama)https://www.tensorzero.com/docs/gateway/guides/providers/openai-compatible
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Quick Starthttps://www.tensorzero.com/docs/quickstart
Detailed instructions →https://www.tensorzero.com/docs/gateway/deployment
Quick Starthttps://www.tensorzero.com/docs/quickstart
Detailed instructions →https://www.tensorzero.com/docs/gateway/deployment
Quick Starthttps://www.tensorzero.com/docs/quickstart
https://github.com/cobblercloud/tensorzero#-llm-observability
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https://github.com/cobblercloud/tensorzero#-llm-optimization
https://github.com/cobblercloud/tensorzero#model-optimization
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https://github.com/cobblercloud/tensorzero#inference-time-optimization
Best-of-N Samplinghttps://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#best-of-n-sampling
Mixture-of-N Samplinghttps://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#mixture-of-n-sampling
https://private-user-images.githubusercontent.com/1275491/408256158-c0edfa4c-713c-4996-9964-50c0d26e6970.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.Qq9MiaxAqV6b8OeR-Yz3OzpQI7KyvYP1P59vSTq_TJk
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Dynamic In-Context Learning (DICL)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#dynamic-in-context-learning-dicl
Chain-of-Thought (CoT)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#chain-of-thought-cot
https://private-user-images.githubusercontent.com/1275491/408256326-d8489e92-ce93-46ac-9aab-289ce19bb67d.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.aANasVP8U8vpKl5qEXieac1zHMflgxMLKuqTkvZaAwg
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https://github.com/cobblercloud/tensorzero#prompt-optimization
MIPROv2https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#best-of-n-sampling
DSPy Integrationhttps://github.com/tensorzero/tensorzero/tree/main/examples/gsm8k-custom-recipe-dspy
https://private-user-images.githubusercontent.com/1275491/431456130-d81a7c37-382f-4c46-840f-e6c2593301db.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.AVcpZMPwWcXckpsUKQFLRGzqOFAk2Y7LkQavNNO2gRA
https://github.com/cobblercloud/tensorzero#-llm-evaluations
https://private-user-images.githubusercontent.com/1275491/432117870-f4bf54e3-1b63-46c8-be12-2eaabf615699.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.-_A_V649U4KdeV3leV7W1QGz9VklN454b7ArdiaVOmM
https://github.com/cobblercloud/tensorzero#-llm-experimentation
https://github.com/cobblercloud/tensorzero#-more
https://github.com/cobblercloud/tensorzero#demo
Dynamic in-context learning (DICL)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#dynamic-in-context-learning-dicl
https://github.com/cobblercloud/tensorzero#get-started
Quick Starthttps://www.tensorzero.com/docs/quickstart
Slackhttps://www.tensorzero.com/slack
Discordhttps://www.tensorzero.com/discord
hiring in NYChttps://www.tensorzero.com/jobs
open-source contributionshttps://github.com/tensorzero/tensorzero/blob/main/CONTRIBUTING.md
https://github.com/cobblercloud/tensorzero#examples
Optimizing Data Extraction (NER) with TensorZerohttps://github.com/tensorzero/tensorzero/tree/main/examples/data-extraction-ner
Agentic RAG — Multi-Hop Question Answering with LLMshttps://github.com/tensorzero/tensorzero/tree/main/examples/rag-retrieval-augmented-generation/simple-agentic-rag/
Writing Haikus to Satisfy a Judge with Hidden Preferenceshttps://github.com/tensorzero/tensorzero/tree/main/examples/haiku-hidden-preferences
Improving LLM Chess Ability with Best-of-N Samplinghttps://github.com/tensorzero/tensorzero/tree/main/examples/chess-puzzles/
Improving Math Reasoning with a Custom Recipe for Automated Prompt Engineering (DSPy)https://github.com/tensorzero/tensorzero/tree/main/examples/gsm8k-custom-recipe-dspy
tensorzero.comhttps://tensorzero.com
Readme https://github.com/cobblercloud/tensorzero#readme-ov-file
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Contributing https://github.com/cobblercloud/tensorzero#contributing-ov-file
Please reload this pagehttps://github.com/cobblercloud/tensorzero
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Releaseshttps://github.com/cobblercloud/tensorzero/releases
Packages 0https://github.com/orgs/cobblercloud/packages?repo_name=tensorzero
Please reload this pagehttps://github.com/cobblercloud/tensorzero
Contributorshttps://github.com/cobblercloud/tensorzero/graphs/contributors
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