LiteLLM

Sissejuhatus

TODO

https://www.litellm.ai/ ...

Tööpõhimõte

TODO

Võib olla võiks AI teemat kujutada sellistes dimensioonides

• corporate nähtus mudeli taga (Anthropic, Google jt)
• mudel (sonnet, gemini jt)
• chat/app liides (https://claude.ai/, https://gemini.google.com/ jt)
• agent (Claude Code, Gemini CLI jt)
• api liides

kus

• TODO

Paigaldamine ja seadistamine

Paigaldamiseks sobib nt selline docker compose

TODO

Tulemusena käivitatakse selline komplekt konteinereid

root@dh-ubuntu-2604-litellm-01:/srv/litellm/dc# docker compose up -d
[+] up 85/85
 ✔ Image redis:7-alpine                      Pulled    31.8s
 ✔ Image ghcr.io/berriai/litellm:main-latest Pulled    49.6s
 ✔ Image nginx:alpine                        Pulled    33.3s
 ✔ Image postgres:16-alpine                  Pulled    36.6s
 ✔ Image ghcr.io/open-webui/open-webui:main  Pulled    69.0s
 ✔ Network genai-internal-network            Created    0.2s
 ✔ Volume p_litellm_redis_data               Created    0.1s
 ✔ Volume p_litellm_litellm_data             Created    0.1s
 ✔ Volume p_litellm_openwebui_data           Created    0.1s
 ✔ Volume p_litellm_postgres_data            Created    0.1s
 ✔ Container genai-postgres                  Healthy   13.1s
 ✔ Container genai-redis                     Healthy   12.6s
 ✔ Container genai-litellm-proxy             Started   11.8s
 ✔ Container genai-openwebui                 Started   11.7s
 ✔ Container genai-nginx-ingress             Started   11.1s
root@dh-ubuntu-2604-litellm-01:/srv/litellm/dc#

kus

• TODO

LiteLLM

LiteLLM seadistamiseks veebipõhiselt

kus

• TODO

Open WebUI

Admin liides

Kasutajale mõeldud liides

llm-client - llm-server

llm-client ja llm-server vahelise suhtlemise jälgimine

root@dh-ubuntu-2604-litellm-01:~# tcpdump -s 0 -w ccd-20260727-03.pcap -ni ens18 port 4000

kus

• -s 0 - et võrgus liikuvad paketid täies mahus ära salvestuksid

ning edasi wireshark peal paistab

imreoolberg@Imres-MacBook-Air ~ % jq '.tools[].name' ccd-20260727-03-tmp.json | nl
     1	"Agent"
     2	"AskUserQuestion"
     3	"Bash"
     4	"CronCreate"
     5	"CronDelete"
     6	"CronList"
     7	"DesignSync"
     8	"Edit"
     9	"EnterPlanMode"
    10	"EnterWorktree"
    11	"ExitPlanMode"
    12	"ExitWorktree"
    13	"Monitor"
    14	"NotebookEdit"
    15	"PushNotification"
    16	"Read"
    17	"ReportFindings"
    18	"ScheduleWakeup"
    19	"SendMessage"
    20	"Skill"
    21	"TaskCreate"
    22	"TaskGet"
    23	"TaskList"
    24	"TaskOutput"
    25	"TaskStop"
    26	"TaskUpdate"
    27	"WebFetch"
    28	"WebSearch"
    29	"Workflow"
    30	"Write"

ning

imreoolberg@Imres-MacBook-Air ~ % jq '.tools[] | {name, description: (.description[0:80])}' ccd-20260727-03-tmp.json | head -n 12
{
  "name": "Agent",
  "description": "Launch a new agent to handle complex, multi-step tasks. Each agent type has spec"
}
{
  "name": "AskUserQuestion",
  "description": "Use this tool only when you are blocked on a decision that is genuinely the user"
}
{
  "name": "Bash",
  "description": "Executes a bash command and returns its output.\n\n- Working directory persists be"
}

Kasulikud lisamaterjalid

• TODO