21 memories
Phase 1 implementation: diary API endpoints + telegram /recap command deployed
Metadata
{
"project": "diary-app",
"source": "pi",
"timestamp": "2026-07-28T16:50:00Z"
}
Project: /root
Timestamp: 2026-07-24T18:10:32.955Z
Summary: Project: /root
User intent: check the fallback mechanism make alibaba/qwen3.6-flash the default (light model) if needed it should switch to a more capable model (deep seek v4 or qwen3.7-pro or max) if no more credit switch to openroute based models deep seek v4 flas as default (light) if more capable model needed deep seek v4 ... | document and push the changes to https://github.com/tdk67/pi_a2a_setup write a short recap about the chang
Show full memory (1923 chars)
Project: /root
Timestamp: 2026-07-24T18:10:32.955Z
Summary: Project: /root
User intent: check the fallback mechanism make alibaba/qwen3.6-flash the default (light model) if needed it should switch to a more capable model (deep seek v4 or qwen3.7-pro or max) if no more credit switch to openroute based models deep seek v4 flas as default (light) if more capable model needed deep seek v4 ... | document and push the changes to https://github.com/tdk67/pi_a2a_setup write a short recap about the changes that I will pass to other agents along with the repo to set up same | make a recurring task to run pi update and pi update --extensions test it how it runs | yes, run it immediately to test and schedule it daily 4 am | what's the current version?
Key actions: edit: Successfully replaced 1 block(s) in /root/pi_a2a_setup/README.md. | bash: interactive rebase in progress; onto 237a06d
Last command done (1 command done):
pick 9f0ea23 feat: three-tier model fallback — alibaba/qwen3.6-flash default, OpenRouter last resort
No commands rem... | bash: [deta...
User messages: check the fallback mechanism make alibaba/qwen3.6-flash the default (light model) if needed it should switch to a more capable model (deep seek v4 or qwen3.7-pro or max) if no more credit switch to openroute based models deep seek v4 flas as default (light) if more capable model needed deep seek v4 ...; document and push the changes to https://github.com/tdk67/pi_a2a_setup write a short recap about the changes that I will pass to other agents along with the repo to set up same; make a recurring task to run pi update and pi update --extensions test it how it runs
Decisions: document and push the changes to https://github.com/tdk67/pi_a2a_setup write a short recap about the changes that I will pass to other agents along with the repo to set up same; make a recurring task to run pi update and pi update --extensions test it how it runs
Metadata
{
"original_id": "mem-1784916632955-ao05hl",
"original_timestamp": "2026-07-24T18:10:32.955Z",
"project": "/root",
"type": "migrated-session"
}
Project: /root
Timestamp: 2026-07-24T07:11:51.106Z
Summary: Project: /root
User intent: info
Key actions: bash: PI_CODING_AGENT=true
PI_MODEL=qwen3.6-flash
PI_PROVIDER=alibaba-plan
PI_REASONING_LEVEL=medium
PI_SESSION_FILE=/root/.pi/agent/sessions/--root--/2026-07-24T07-11-43-244Z_019f92f7-388c-7f6e-9d34-c14b9c...
User messages: info
Metadata
{
"original_id": "mem-1784877111106-yyyphd",
"original_timestamp": "2026-07-24T07:11:51.106Z",
"project": "/root",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-24T00:47:07.684Z
Summary: Project: /root/pi-a2a-server
User intent: Say exactly: SONNET OK
Key actions: (no key actions)
User messages: Say exactly: SONNET OK
Metadata
{
"original_id": "mem-1784854027684-eh5ig6",
"original_timestamp": "2026-07-24T00:47:07.684Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-24T00:43:16.991Z
Summary: Project: /root/pi-a2a-server
User intent: stop | The automatic fallback did not work when I run out of credit on openrouter, it simply show the eror, did not switch to other model and when I tried deepseek v4 from alibaba it failed with an error ( Error: 403: {"message":"API key budget limit exceeded (weekly limit). Contact your org admin.","code"... | "You can now restart the server and retry your flow. When OpenRouter ru
Show full memory (1781 chars)
Project: /root/pi-a2a-server
Timestamp: 2026-07-24T00:43:16.991Z
Summary: Project: /root/pi-a2a-server
User intent: stop | The automatic fallback did not work when I run out of credit on openrouter, it simply show the eror, did not switch to other model and when I tried deepseek v4 from alibaba it failed with an error ( Error: 403: {"message":"API key budget limit exceeded (weekly limit). Contact your org admin.","code"... | "You can now restart the server and retry your flow. When OpenRouter runs out of credit, it will auto-switch to alibaba-plan/qwen3.6-flash. If Qwen's budget is also exhausted, it will try qwen3.7-max, then
qwen3.8-max-preview. " - it does not make sense if Qwen's budget is also ex... | the .env should have already the key | show me which .env I need to edit, I will do it
Key actions: edit: Successfully replaced 1 block(s) in /root/pi-a2a-server/server.py. | edit: Successfully replaced 1 block(s) in /root/pi-a2a-server/server.py. | bash: ✓ Syntax OK
| edit: Successfully replaced 1 block(s) in /root/pi-a2a-server/server...
User messages: ok, now back the a2a live demo: Sisi did not properly handled the agent roster (02:10:28
→ Sending "Agent Roster" to Sisi (Database)... ...; Failover did not work, tried to fallback to Qwen but still through openrouter; ok, now back the a2a live demo: Sisi did not properly handled the agent roster (02:10:28
→ Sending "Agent Roster" to Sisi (Database)... ...
Metadata
{
"original_id": "mem-1784853796991-ncu8fl",
"original_timestamp": "2026-07-24T00:43:16.991Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-24T00:20:16.115Z
Summary: Project: /root/pi-a2a-server
User intent: perfect. now it needs to be documented to https://github.com/tdk67/pi_a2a_setup and I will need a quick summary that I can send to the other agents so that they can pick up the changes from the repo and run some checks that the setup works on their side | you have already the repo, you were the one who pushed it, check your memories | check your a2a communications, I'm updating the
Show full memory (2027 chars)
Project: /root/pi-a2a-server
Timestamp: 2026-07-24T00:20:16.115Z
Summary: Project: /root/pi-a2a-server
User intent: perfect. now it needs to be documented to https://github.com/tdk67/pi_a2a_setup and I will need a quick summary that I can send to the other agents so that they can pick up the changes from the repo and run some checks that the setup works on their side | you have already the repo, you were the one who pushed it, check your memories | check your a2a communications, I'm updating the other agents, they will report once setup aligned and finished | There is a hermes agent Hermione running on this VPS and wants to connect to this agent mesh, it needs instructions how to use the fasta2a - how to authenticate - I think the easiest would be to whitelist it, it does not need direct access to Sisi or Nori. Please write short instructions to Hermione | ok, now back the a2a live demo: Sisi did not properly handled the agent roster (02:10:28
→ Sending "Agent Roster" to Sisi (Database)...
02:10:28
✗ Error: Rate limit — 10s between requests) - Live Edit retu...
User messages: added few new extensions: history |grep "pi install"
542 pi install npm:pi-deepseek-optimized
543 pi install npm:pi-a2a-adaptor
544 pi install npm:@kdejaeger/pi-model-router
545 pi install npm:pi-alibaba-models // added also QWEN_API_KEY to .env, some explanations #1 (The "broken JSON" y...; what about telegram sessions? what is the default model there and will it switch between cheap and expensive models? will it fallback to other model if run out of credit?; yes, add fallback
Decisions: added few new extensions: history |grep "pi install"
542 pi install npm:pi-deepseek-optimized
543 pi install npm:pi-a2a-adaptor
544 pi install npm:@kdejaeger/pi-model-router
545 pi install...; yes, add fallback; perfect. now it needs to be documented to https://github.com/tdk67/pi_a2a_setup and I will need a quick summary that I can send to the other agents so that they can pick up the changes from the repo a...
Metadata
{
"original_id": "mem-1784852416115-7vlz1e",
"original_timestamp": "2026-07-24T00:20:16.115Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:49:03.085Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: (no output) | bash: <class 'dict'>
['openrouter']
| bash: Traceback (most recent call last):
File "<string>", line 11, in <module>
AttributeError: 'str' object has no attribute 'get'
Total OpenRouter models: 3
| bash: ## OpenRouter (273 models)
### ai21 (1)
ai21/jamba-large-1.7 ctx= 256000 out= 4096 no
Show full memory (813 chars)
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:49:03.085Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: (no output) | bash: <class 'dict'>
['openrouter']
| bash: Traceback (most recent call last):
File "<string>", line 11, in <module>
AttributeError: 'str' object has no attribute 'get'
Total OpenRouter models: 3
| bash: ## OpenRouter (273 models)
### ai21 (1)
ai21/jamba-large-1.7 ctx= 256000 out= 4096 no txt $2/$8
### aion-labs (3)
aion-labs/aion-2.0 ... | bash: ## Alibaba Plan (6 models)
qwen3.8-max-preview ctx= 1048576 out= 65536 think txt
qwen3.7-max ctx= 1048576 out= 65536 think txt
qwen3.7-plus ...
User messages: list-models
Metadata
{
"original_id": "mem-1784850543085-jsq75o",
"original_timestamp": "2026-07-23T23:49:03.085Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:48:36.784Z
Summary: Project: /root/pi-a2a-server
User intent: Say: ok
Key actions: (no key actions)
User messages: Say: ok
Metadata
{
"original_id": "mem-1784850516784-ipdv8v",
"original_timestamp": "2026-07-23T23:48:36.784Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:48:09.192Z
Summary: Project: /root/pi-a2a-server
User intent: Say hello in one word.
Key actions: (no key actions)
User messages: Say hello in one word.
Metadata
{
"original_id": "mem-1784850489192-nyqc71",
"original_timestamp": "2026-07-23T23:48:09.192Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:46:34.412Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: Here's the model listing from `/root/pi-a2a-server`:
### Alibaba Plan (6 models)
| Model | Context | Max Out | Thinking | Images |
|---|---|---|---|---|
| `deepseek-v4-pro` | 131.1K | 16.4K | yes | ...
User messages: list-models
Metadata
{
"original_id": "mem-1784850394412-jydisi",
"original_timestamp": "2026-07-23T23:46:34.412Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:46:33.477Z
Summary: Project: /root/pi-a2a-server
User intent: run the list-models command and report all providers and models available
Key actions: (no key actions)
User messages: run the list-models command and report all providers and models available
Metadata
{
"original_id": "mem-1784850393477-sgg3n7",
"original_timestamp": "2026-07-23T23:46:33.477Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:46:25.399Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: Here are the available models across **2 providers (281 total)**:
### Alibaba Plan (6 models)
| Model | Context | Max Out | Thinking | Images |
|---|---|---|---|---|
| `deepseek-v4-pro` | 131.1K | 1...
User messages: list-models
Metadata
{
"original_id": "mem-1784850385399-es22qs",
"original_timestamp": "2026-07-23T23:46:25.399Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:46:08.010Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: # Pi A2A Server — Environment Configuration
A2A_HOST=0.0.0.0
A2A_PORT=8002
A2A_URL=http://187.124.171.89:8002
A2A_NAME=Pisti
A2A_TOKEN=fdf9bce2d657e376ef751761101122bb5fb15e0e7dafd764e3920061124418ac
...
User messages: list-models
Metadata
{
"original_id": "mem-1784850368010-ger8k6",
"original_timestamp": "2026-07-23T23:46:08.010Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:45:59.730Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: no agent config
| bash: CHANGELOG.md
README.md
dist
docs
examples
node_modules
npm-shrinkwrap.json
package.json
| bash: (no output) | bash: provider model context max-out thinking images
alibaba-plan deepseek-v4-pro 131.1K 16.4K yes no ... | bash:
Show full memory (533 chars)
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:45:59.730Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: no agent config
| bash: CHANGELOG.md
README.md
dist
docs
examples
node_modules
npm-shrinkwrap.json
package.json
| bash: (no output) | bash: provider model context max-out thinking images
alibaba-plan deepseek-v4-pro 131.1K 16.4K yes no ... | bash: 283
User messages: list-models
Metadata
{
"original_id": "mem-1784850359730-3gnhdp",
"original_timestamp": "2026-07-23T23:45:59.730Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:45:48.154Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: # Pi A2A Server — Environment Configuration
A2A_HOST=0.0.0.0
A2A_PORT=8002
A2A_URL=http://187.124.171.89:8002
A2A_NAME=Pisti
A2A_TOKEN=fdf9bce2d657e376ef751761101122bb5fb15e0e7dafd764e3920061124418ac
... | bash: LANG=C.UTF-8
PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin
User messages: list-models
Metadata
{
"original_id": "mem-1784850348154-lntedh",
"original_timestamp": "2026-07-23T23:45:48.154Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:45:33.699Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: Here are the models configured in `/root/pi-a2a-server/server.py`:
## Pisti A2A Server — Model Configuration
### Cheap Tier (simple/coordination messages)
| Role | Model |
|------|-------|
| **Prima...
User messages: list-models
Metadata
{
"original_id": "mem-1784850333699-2xpppb",
"original_timestamp": "2026-07-23T23:45:33.699Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T23:45:24.195Z
Summary: Project: /root/pi-a2a-server
User intent: list-models
Key actions: bash: README.md
__pycache__
audit.log
peers.json
server.py
| [ERROR] bash: [bash] Command timed out after 10 seconds | bash: --- A2A_MODEL ---
google/gemma-3-12b-it
--- A2A_CAPABLE_MODEL ---
deepseek/deepseek-v4-pro
--- A2A_CHEAP_FALLBACKS ---
alibaba-plan/qwen3.6-flash
--- A2A_CAPABLE_FALLBACKS ---
alibaba-plan/deepseek-v4...
User messages: list-models
Metadata
{
"original_id": "mem-1784850324195-3vqec0",
"original_timestamp": "2026-07-23T23:45:24.195Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T01:31:33.200Z
Summary: Project: /root/pi-a2a-server
User intent: (no user messages)
Key actions: (no key actions)
Metadata
{
"original_id": "mem-1784770293200-o3yw8m",
"original_timestamp": "2026-07-23T01:31:33.200Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Project: /root/pi-a2a-server
Timestamp: 2026-07-23T01:31:33.195Z
Summary: Project: /root/pi-a2a-server
User intent: Use curl to GET http://127.0.0.1:8002/cluster then extract name, version, and skills count for each peer. Also note Pisti is v3.0.0 with 5 skills. Reply concisely.
Key actions: (no key actions)
User messages: Use curl to GET http://127.0.0.1:8002/cluster then extract name, version, and skills count for each peer. Also note Pisti is v3.0.0 with 5 skills. Reply concisely.
Metadata
{
"original_id": "mem-1784770293195-tjukcx",
"original_timestamp": "2026-07-23T01:31:33.195Z",
"project": "/root/pi-a2a-server",
"type": "migrated-session"
}
Connection between telegram bot and pi agent through shared mem0 service
diary app is a flask sqlite app deployed at diary.tdeak67.com