10 articles
RSSHow to fix AWS Bedrock errors — AccessDeniedException for model access, bedrock vs bedrock-runtime client, Converse vs InvokeModel API, streaming with ConverseStream, regional availability, and Knowledge Bases setup.
How to fix Cloudflare Workers AI errors — env.AI binding setup, model ID format, text-generation streaming with ReadableStream, AI Gateway, Vectorize embeddings, region availability, and Neuron-based pricing.
How to fix Replicate API errors — model version ID required, prediction polling vs streaming, webhook signature verification, file inputs and HTTPS URLs, cold start latency, Cog deployment, and deployments vs predictions.
How to fix CrewAI errors — LLM not configured ValidationError, agent delegation loop, task context not passed between agents, tool output truncated, process hierarchical vs sequential, and memory not persisting across runs.
How to fix LangGraph errors — state not updating between nodes, checkpointer thread_id required, StateGraph compile error, conditional edges not routing, streaming events missing, recursion limit exceeded, and interrupt handling.
How to fix Hugging Face Transformers errors — OSError can't load tokenizer, gated repo access, CUDA out of memory with device_map auto, bitsandbytes not installed, tokenizer padding mismatch, pad_token_id warning, and LoRA adapter loading failures.
How to fix LangChain Python errors — ImportError from package split, Pydantic v2 compatibility, AgentExecutor deprecated, ConversationBufferMemory removed, LCEL output type mismatches, and tool calling failures.
How to fix Ollama errors — connection refused when the daemon isn't running, model not found, GPU not detected falling back to CPU, port 11434 already in use, VRAM exhausted, and API access from other machines.
How to fix LangChain.js issues — model setup, prompt templates, RAG with vector stores, conversational memory, structured output, tool agents, and streaming with LangChain Expression Language.
How to fix Vercel AI SDK issues — useChat and useCompletion hooks, streaming responses with streamText, provider configuration for OpenAI and Anthropic, tool calling, and Next.js integration.