Response.usage.cost token pricing.pricing_defaults to provider schema; add pricing to model schema.
This gist summarizes the comparison between ReqLlmNext (metadata‑driven spike) and the current ReqLLM v1, plus a recommended v2 simplification path.
| from __future__ import annotations | |
| import base64 | |
| from openai import OpenAI | |
| PDF_CONTENT = b"""%PDF-1.4 | |
| 1 0 obj << /Type /Catalog /Pages 2 0 R >> endobj | |
| 2 0 obj << /Type /Pages /Kids [3 0 R] /Count 1 >> endobj | |
| 3 0 obj << /Type /Page /Parent 2 0 R /MediaBox [0 0 612 792] /Contents 4 0 R /Resources << /Font << /F1 5 0 R >> >> >> endobj |
| # Script demonstrating PDF attachment support across different LLM providers | |
| # | |
| # Run with: mix run scripts/pdf_attachment_issue.exs | |
| # | |
| # Issue: ReqLLM encodes :file content parts as `image_url` type, but some | |
| # providers (like OpenAI) only accept image formats in image_url content parts. | |
| # | |
| # The encoding happens in deps/req_llm/lib/req_llm/provider/defaults.ex:651-666 | |
| alias ReqLLM.{Context, Message} |
This document outlines the architecture and implementation plan for adding image generation support to ReqLLM, following the library's established patterns for operation-based dispatch and provider abstraction.
generate_image/3 and generate_image!/3 functions
| # This script demonstrates the difference in behavior when using tools with | |
| # streaming vs regular calls. | |
| alias ReqLLM.Context | |
| {:ok, planet_weather_tool} = | |
| ReqLLM.Tool.new( | |
| name: "planet_weather", | |
| description: "Gets weather on a planet", | |
| parameter_schema: [planet: [type: :string, required: true]], |
| ---Check S2idle path S0ix Residency---: | |
| The system OS Kernel version is: | |
| Linux localhost-live 6.14.0-63.fc42.x86_64 #1 SMP PREEMPT_DYNAMIC Mon Mar 24 19:53:37 UTC 2025 x86_64 GNU/Linux | |
| ---Check whether your system supports S0ix or not---: | |
| The acpidump tool is needed to check whether low idle S0 | |
| capability is enabled on the test platform, please install acpica-tools | |
| or check if the acpidump command execution failed. |
| Based on my analysis of your library, here are comprehensive improvement suggestions organized by priority and impact: | |
| 🎯 High Priority Improvements | |
| 1. Enhanced Error Handling & Resilience | |
| - Add automatic retry with exponential backoff for transient failures (429, 500, 503 errors) | |
| - Implement circuit breaker pattern to prevent cascading failures | |
| - Add configurable timeout strategies per operation type | |
| - Provide better error context with request details in errors |
| #!/usr/bin/env bash | |
| ############################################################################### | |
| # codex_beam_bootstrap.sh ─ OTP 27 + Elixir 1.18 behind Codex MITM proxy | |
| ############################################################################### | |
| go install github.com/asdf-vm/asdf/cmd/[email protected] | |
| asdf plugin add erlang https://github.com/michallepicki/asdf-erlang-prebuilt-ubuntu-24.04.git || true | |
| asdf plugin add elixir | |
| asdf install erlang 27.3.4 | |
| asdf set -u erlang 27.3.4 |
| """ | |
| Arithmetic puzzle solver. You are given a sequence of four digits, say 1,2,3,4, | |
| and your job is to combine them with ordinary arithmetic operations (+, -, ×, and ÷) | |
| in any order to make a target number. E.g. 24 = 1 * 2 * 3 * 4 or 24 = (1 + 2 + 3) * 4. | |
| Some 'hard' problems from https://blog.plover.com/math/17-puzzle.html: | |
| 1. Given 6, 6, 5, 2, get 17. | |
| 2. Given 3, 3, 8, 8, get 24. | |
| """ |