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EdgeChains Alternatives
Similar projects and alternatives to EdgeChains
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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txtai
š” All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
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langchain
Discontinued ā” Building applications with LLMs through composability ā” [Moved to: https://github.com/langchain-ai/langchain] (by hwchase17)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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haystack
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
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JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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tree-of-thought-llm
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
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hamilton
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
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orval
orval is able to generate client with appropriate type-signatures (TypeScript) from any valid OpenAPI v3 or Swagger v2 specification, either in yaml or json formats. šŗ
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AgentVerse
š¤ AgentVerse šŖ is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better EdgeChains alternative or higher similarity.
EdgeChains discussion
EdgeChains reviews and mentions
Posts with mentions or reviews of EdgeChains.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-26.
- Launch HN: Human Layer (YC F24) ā Human-in-the-Loop API for AI Systems
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Should you use Rust in LLM based tools for performance?
this is very cool!
we built something for our internal consumption (and now used in quite a few places in India).
Edgechains is declarative (jsonnet) based. so chains + prompts are declarative. And we built an wasm compiler (in rust based on wasmedge).
https://github.com/arakoodev/EdgeChains/actions/runs/1039197...
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We no longer use LangChain for building our AI agents
shameless plug - i build a JS/TS framework which tries to solve the abstraction problem. we use a json variant called jsonnet (created at google. expressive enough for kubernetes).
https://github.com/arakoodev/EdgeChains/tree/ts/JS/edgechain...
examples of these jsonnet for react COT chains - https://github.com/arakoodev/EdgeChains/blob/ts/JS/edgechain...
P.S. we also build a webassembly compiler that compiles this down to wasm and deploy on hardware.
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HonoJS: Small, simple, and ultrafast web framework for the Edges
We build a WASM compiler to compile our prompts and chains into webassembly. Honojs was a critical part of it.
https://github.com/arakoodev/EdgeChains/
- looking for someone to codereview an opensource Typescript+webassembly framework for Generative AI apps
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Overview: AI Assembly Architectures
EdgeChains: github.com/arakoodev/EdgeChains
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Stanford DSPy: The framework for programming with foundation models
would love your thoughts on this as well - https://github.com/arakoodev/edgechains
got frustrated in the same way with "Black Box Prompting - every library hides prompts/chains in layers of libraries...while it should have been declarative.
EdgeChains - allows u to specify ur prompt and chain in jsonnet. This why i think Generative AI needs declarative orchestration and not previous generations. https://github.com/arakoodev/edgechains#why-do-you-need-decl...
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Show HN: Chat with your data using LangChain, Pinecone, and Airbyte
when will you have pgvector as a destination ? we (https://github.com/arakoodev/edgechains) work with a lot of enterprises and they would not move away from using redis or pgvector even as their vector store. Is there a way where we can leverage that ?
Second, for a LOT of enterprises, they want to use non-openai embedding models (minilm, GTE, BGE), will you support that. For e.g. in Edgechains we natively support BGE and minilm. Would you be able to support that ?
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Chunking 2M+ files a day for Code Search using Syntax Trees
oh really ? Thats awfully kind. I'll take that in for EdgeChains as well.
https://github.com/arakoodev/EdgeChains/issues/172
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Langchain Is Pointless
Promptfile is written in markdown, which is unsuited for templates and config management.
I have an attempt in the same domain, would love feedback
We didnt invent a new markup - we used jsonnet which is used in large scale kubernetes and has a grammar that has been well tested for config mgmt.
https://github.com/arakoodev/EdgeChains/blob/main/Examples/r...
Prompts live outside the code.
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www.saashub.com | 21 Mar 2025
Stats
Basic EdgeChains repo stats
15
379
8.9
about 2 months ago
arakoodev/EdgeChains is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.
The primary programming language of EdgeChains is JavaScript.
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