LLMs
OpenGPTs
This is an open source effort to create a similar experience to OpenAI's GPTs. It builds upon LangChain, LangServe and LangSmith. OpenGPTs gives you more control, allowing you to configure:
This is an open source effort to create a similar experience to OpenAI's GPTs. It builds upon LangChain, LangServe and LangSmith. OpenGPTs gives you more control, allowing you to configure:
- The LLM you use (choose between the 60+ that LangChain offers)
- The prompts you use (use LangSmith to debug those)
- The tools you give it (choose from
github.com • Langchain-Ai/Opengpts
We consider these aspects of our problem:
- Latency : How fast does the system need to respond to user input?
- Task Complexity : What level of understanding is required from the LLM? Is the input context and prompt super domain-specific?
- Prompt Length : How much context needs to be provided for the LLM to do its task?
- Quality : What is the acceptable
Developing Rapidly with Generative AI
Developers can now generate human-quality speech from text via the text-to-speech API. Our new TTS model offers six preset voices to choose from and two model variants, tts-1 and tts-1-hd . tts is optimized for real-time use cases and tts-1-hd is optimized for quality. Pricing starts at $0.015 per input 1,000 characters. Check out our TTS guide to... See more
New models and developer products announced at DevDay
Amplify Partners was running a survey among 800+ AI engineers to bring transparency to the AI Engineering space. The report is concise, yet it provides a wealth of insights into the technologies and methods employed by companies for the implementation of AI products.
Highlights
👉 Top AI use cases are code intelligence, data extraction and workflow... See more
Highlights
👉 Top AI use cases are code intelligence, data extraction and workflow... See more
Paul Venuto • feed updates
Pipeline RobustQA Avg. score Avg. response time (secs) Azure Cognitive Search Retriever + GPT4 + Ada 72.36 >1.0s Canopy (Pinecone) 59.61 >1.0s Langchain + Pinecone + OpenAI 61.42 <0.8s Langchain + Pinecone + Cohere 69.02 <0.6s LlamaIndex + Weaviate Vector Store - Hybrid Search 75.89 <1.0s RAG Google Cloud VertexAI-Search + Bison... See more
arXiv:2405.02048v1 [cs.IR] 3 May 2024
Study finds RLHF reduces LLM creativity and output variety : A new research paper posted in /r/LocalLLaMA shows that while alignment techniques like RLHF reduce toxic and biased content, they also limit the creativity of large language models, even in contexts unrelated to safety.
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