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PicoClaw yog ib qho AI Assistant uas sib zog heev uas ua rau hauv Go. Nws siv tsuas yog 10MB ntawm RAM - tsawg dua 99% piv rau OpenClaw. Ua haujlwm sai dua hauv qab 1 vib nas this txawm tias siv cov peev txheej tsawg.
Txuas koj tus PicoClaw AI tus pabcuam rau koj cov platform xa xov nyiam thiab ua kom koj txoj haujlwm ua haujlwm tau zoo tshaj plaws.
Xaiv qhov kev xaiv uas haum rau koj qhov kev xav tau PicoClaw hosting. Ob qho phiaj xwm txhawb nqa kev khiav koj tus pabcuam AI zoo heev tas mus li.
Kev nkag mus rau VPS tag nrho rau kev khiav koj tus pabcuam AI. Nruab txhua lub OS thiab muaj kev tswj hwm server tag nrho. Zoo meej rau cov neeg siv kev txawj ntse uas xav kho lawv qhov chaw ib puag ncig lossis khiav ntawm cov khoom siv tsawg.
Yuav thiab tau txais koj tus kheej PicoClaw AI tus pabcuam khiav tam sim ntawd. Tsis tas yuav muaj kev paub txog kev siv tshuab, tsis tas yuav teeb tsa server, tsuas yog txuas Telegram, Discord, WeCom, QQ lossis LINE thiab pib sib tham nrog koj tus AI ua haujlwm zoo heev.
Ob lub platform siv tib lub voj voog ua haujlwm tseem ceeb, tab sis txawv ntau hauv kev siv cov peev txheej, cov yam ntxwv, thiab cov xwm txheej siv zoo tagnrho.
OpenClaw thiab PicoClaw ob leeg ua koj cov kev thov tib yam. Qhov txawv yog tias OpenClaw muaj ntau yam ntxiv rau kev siv lag luam (kev tswj hwm browser, WhatsApp, cov txheej txheem ua haujlwm nyuaj), thaum PicoClaw tsom mus rau qhov tseem ceeb rau kev ua haujlwm yooj yim. Koj cov ntaub ntawv tsuas yog mus rau LLM API uas koj teeb tsa - tsis muaj lub platform sau lossis ua koj cov ntaub ntawv lawv tus kheej.
Ob txoj kev sib txawv los siv tus pab cuam AI zoo tshaj plaws hauv ntiaj teb. Xaiv raws li koj qib kev nplij siab thiab kev xav tau kev hloov kho.
Tseem tsis paub meej? Hu rau peb pab neeg kom tau txais cov lus qhia tshwj xeeb.
Tau txais Cov Lus Qhia Tshwj XeebCov neeg pabcuam AI ib txwm xav tau cov peev txheej loj heev - 1GB + RAM, kho vajtse kim, thiab kev teeb tsa nyuaj. PicoClaw hloov qhov kev ua si tag nrho. Ua hauv Go nrog kev tsom mus rau kev ua haujlwm zoo, nws xa cov peev xwm AI tseem ceeb tib yam siv tsuas yog 10MB ntawm lub cim xeeb. Qhov ntawd tsis yog qhov yuam kev - 10 megabytes.
Qhov zais cia yog nyob rau hauv lub architecture. Thaum lwm tus neeg pabcuam muab txhua yam ua tau (browser automation, WhatsApp, complex multi-agent systems), PicoClaw tshem tawm qhov bloat thiab tsom mus rau qhov tseem ceeb: kev sib txuas lus AI ceev, txhim khu kev qha los ntawm koj cov apps xa xov nyiam. Qhov tshwm sim? Ib tus neeg pabcuam AI uas khau raj hauv qab ib pliag thiab khiav effortlessly ntawm cov khoom siv tsawg.
Qhov cuam tshuam tiag tiag hauv ntiaj teb: Khiav PicoClaw ntawm $ 10 Raspberry Pi Zero, lub xov tooj Android qub hauv koj lub tub rau khoom, lossis txawm tias cov khoom siv IoT uas muab tso rau hauv. Kev hloov pauv AI tsis xav tau lub chaw khaws ntaub ntawv hauv koj lub hnab ris.
Cov haujlwm pabcuam AI tseem ceeb tau muab nrog kev ua haujlwm zoo tshaj plaws. Paub txog lub zog ntawm AI yam tsis muaj peev txheej ntau dhau.
Sau ua lus Go (Golang), PicoClaw muab sib sau ua ke rau ib qho static binary uas tsis muaj kev vam khom. Tsis muaj lub sijhawm khiav Node.js loj heev, tsis muaj kev tswj hwm pob khoom nyuaj - tsuas yog kev ua tau zoo xwb. Cov qauv no ua rau lub sijhawm pib ua haujlwm hauv qab ob vib nas this thiab tswj cov haujlwm sib koom ua ke tau yooj yim siv Go's goroutines.
Sib tham tau yooj yim los ntawm Telegram, Discord, QQ, DingTalk, LINE, lossis WeCom. Koj tus pab cuam AI teb tam sim ntawd hauv cov apps uas koj twb siv txhua hnub. Tsis muaj kev kawm nkhaus, tsis muaj interfaces tshiab - tsuas yog kev sib tham ntse txhua qhov chaw koj sib txuas lus. Txhua qhov kev koom ua ke ntawm platform yog optimized rau cov API thiab cov ntawv xa xov tshwj xeeb.
Txuas rau yuav luag txhua tus neeg muab kev pabcuam LLM los ntawm OpenRouter, lossis siv kev sib koom ua ke ncaj qha nrog Claude, GPT, Gemini, DeepSeek, Groq, thiab ntau ntxiv. Qhov kev teeb tsa model_list tshiab tsis tas yuav hloov pauv code kom ntxiv cov neeg muab kev pabcuam tshiab. Hloov ntawm cov qauv raws li koj xav tau - pheej yig rau cov haujlwm niaj hnub, cov qauv muaj zog rau cov haujlwm nyuaj.
PicoClaw lub plawv dhia ua rau muaj kev ua haujlwm tsis tu ncua. Txhais cov haujlwm tsis tu ncua hauv HEARTBEAT.md - xyuas cov email txhua 30 feeb, tshuaj xyuas daim ntawv qhia hnub txhua hnub, lossis saib xyuas cov xwm txheej tshwj xeeb. Lub kaw lus ntse tsim cov neeg sawv cev rau cov haujlwm siv sijhawm ntau, kom ntseeg tau tias koj tus pabcuam tseem teb tau thaum cov haujlwm keeb kwm yav dhau los ua tiav.
Kev Ruaj Ntseg los ntawm kev yooj yim. Los ntawm lub neej ntawd, PicoClaw ua haujlwm hauv ib daim nplaub tshev chaw ua haujlwm txwv, tsis tuaj yeem nkag mus rau cov ntaub ntawv lossis ua cov lus txib sab nraum nws cov ciam teb. Qhov chaw sandboxed tiv thaiv koj lub cev thaum tseem tso cai rau AI nyeem, sau, thiab tswj cov ntaub ntawv hauv nws thaj chaw teev tseg. Kev sib npaug zoo meej ntawm kev muaj peev xwm thiab kev nyab xeeb.
Peb qhov kev tswj hwm hosting tshem tawm txhua yam teeb meem kev siv tshuab. Tsis tas yuav muaj kev paub txog Docker, tsis tas yuav teeb tsa server, tsis tas yuav muaj kev vam khom. Xaiv koj txoj kev npaj, muab koj cov ntaub ntawv pov thawj API, xaiv koj lub platform xa xov, thiab koj tus pabcuam AI yuav ua haujlwm hauv 60 vib nas this. Ua tib zoo saib xyuas kev siv AI, tsis txhob sib tw nrog cov khoom siv hauv paus.
Tswj hwm tag nrho koj qhov kev xa tawm PicoClaw nrog kev nkag mus rau hlau tsis muaj hlau thiab kev xaiv kho kom haum tsis txwv.
SSH rau hauv koj lub server ua tus cag thiab hloov kho txhua yam. Nruab cov Go compilers tshwj xeeb, tweak kernel parameters rau kev ua tau zoo tshaj plaws, lossis hloov kho qhov system-level configurations. Zoo meej rau cov neeg siv hluav taws xob uas xav tau kev tswj hwm zoo ntawm lawv qhov chaw pabcuam AI.
Tso rau ntawm Alpine Linux kom ua haujlwm tau zoo tshaj plaws, Ubuntu kom paub zoo, lossis Debian kom ruaj khov. Nruab ib qho kev faib tawm Linux uas haum rau koj cov txheej txheem ua haujlwm. Txhim kho lub operating system tshwj xeeb rau Go applications thiab siv cov peev txheej tsawg kawg nkaus.
Khiav PicoClaw ua ke nrog cov ntaub ntawv khaws cia, cov cuab yeej saib xyuas, lossis cov ntawv thov kev cai. Tsuas yog xav tau 10MB RAM rau tus pabcuam AI, koj muaj ntau cov peev txheej rau lwm yam kev pabcuam. Tsim kom muaj lub ecosystem automation tiav ntawm ib qho VPS.
Kho cov cai firewall tshwj xeeb, teeb tsa VPN tunnels, lossis tsim cov ntu network cais. Zoo meej rau cov neeg siv uas paub txog kev ruaj ntseg uas xav tswj hwm qhov tseeb tias lawv tus pabcuam AI sib txuas lus nrog internet thiab cov platform xa xov li cas.
Tso PicoClaw hauv Docker nrog cov kev teeb tsa tshwj xeeb, lossis hla cov thawv tag nrho thiab khiav cov binary ncaj qha rau qhov ua tau zoo tshaj plaws. Kev txhawb nqa Docker Compose ua rau nws yooj yim los tswj ntau yam kev pabcuam nrog rau koj tus pabcuam AI.
Siv koj lub VPS ua ib qho chaw tsim kho rau kev kho PicoClaw, tsim cov cuab yeej tshwj xeeb, lossis sim kev sib koom ua ke. Nrog kev nkag mus rau hauv paus, koj tuaj yeem nruab txhua yam cuab yeej tsim kho, los ntawm Go compilers mus rau Node.js, tsim kom muaj chaw ua haujlwm zoo meej.
PicoClaw thiab OpenClaw ua haujlwm sib txawv hauv AI assistant landscape. Thaum OpenClaw ua tau zoo ntawm cov haujlwm nyuaj hauv tuam txhab nrog browser automation thiab multi-agent orchestration, PicoClaw ua tau zoo hauv kev ua haujlwm zoo thiab kev siv cov peev txheej zoo.
Xaiv PicoClaw thaum: Koj xav tau tus pab cuam AI uas tsis hnyav rau kev ua haujlwm yooj yim, khiav ntawm cov khoom siv tsawg kawg nkaus, muab qhov tseem ceeb rau qhov ceev thiab kev ua haujlwm zoo, lossis xav sim yam tsis muaj kev txwv ntawm cov peev txheej. Lub Go-based architecture thiab 10MB footprint ua rau nws zoo tagnrho rau cov neeg tsim khoom thiab cov neeg nyiam ua si.
Xaiv OpenClaw thaum: Koj xav tau kev ua haujlwm tsis siv neeg ntawm browser, kev koom ua ke WhatsApp, kev koom ua ke CRM nyuaj, lossis cov txheej txheem ua haujlwm ntau tus neeg sawv cev hauv tuam txhab. Lub TypeScript ecosystem muab kev koom ua ke dav dua ntawm cov neeg thib peb.
Kev piav qhia ntxaws ntxaws txog yam ua rau peb lub PicoClaw hosting infrastructure tshwj xeeb thiab zoo rau Go-based AI assistants.
| Muaj rab peev xwm | Paub meej |
|---|---|
| Mus rau qhov kev txhim kho Runtime | Cov servers tau teeb tsa tshwj xeeb rau Go applications nrog kev sau cov khib nyiab, kev teem sijhawm goroutine, thiab kev faib chaw nco. PicoClaw khiav ntawm qhov ua tau zoo tshaj plaws yam tsis muaj kev sib tw ntawm cov peev txheej. |
| Kev Pib Ua Haujlwm Sub-Second | PicoClaw cov qauv binary uas tau muab tso ua ke ua rau lub sijhawm pib ua haujlwm hauv qab 1 vib nas this. Ua ke nrog peb cov khoom siv VPS zoo tshaj plaws, koj tus pabcuam AI teb tau tam sim ntawd tom qab xa tawm. |
| Lub Plawv Ua Haujlwm System | Muaj peev xwm teem sijhawm ua haujlwm tau los ntawm HEARTBEAT.md. Teem sijhawm ua haujlwm txhua lub sijhawm txhua 30 feeb (kho tau) - xyuas cov email, saib xyuas cov xwm txheej, lossis ua kom cov haujlwm ua haujlwm tau. |
| Chaw Ua Haujlwm Sandboxed | Txhua qhov PicoClaw instance ua haujlwm hauv ib daim nplaub tshev txwv. Kev nkag mus rau cov ntaub ntawv thiab kev ua haujlwm ntawm cov lus txib raug txwv rau qhov chaw ua haujlwm, muab kev ruaj ntseg yam tsis muaj kev nyuaj. Thaiv cov haujlwm txaus ntshai xws li rm -rf los ntawm lub neej ntawd. |
| Kev Txhawb Nqa Ntau Lub Tsev | Tso rau ntawm RISC-V, ARM, lossis x86 kho vajtse. Txawm koj khiav ntawm Raspberry Pi, lub xov tooj Android qub, lossis tus qauv huab VPS, PicoClaw hloov kho rau koj cov kho vajtse architecture. |
| Kev Ywj Pheej ntawm Tus Muab Kev Pabcuam Qauv | Kev txhawb nqa rau 15+ tus neeg muab kev pabcuam LLM suav nrog OpenRouter, Claude, GPT, Gemini, DeepSeek, Groq, thiab Ollama hauv zos. Hloov cov neeg muab kev pabcuam tam sim ntawd ntawm kev teeb tsa yam tsis tas hloov cov lej. |
| Kev Nyob Ruaj Khoov Hauv Chaw Ua Haujlwm | Cov kev sib tham, cov ntaub ntawv nco, thiab kev teeb tsa tseem nyob thoob plaws qhov rov pib dua. Kev thaub qab txhua hnub rau qhov chaw cia sab nraud ua kom koj tus pabcuam AI txoj kev paub thiab lub xeev tsis ploj mus. |
| Kev Sib Koom Tes Hauv Platform | Kev txhawb nqa rau Telegram, Discord, QQ, DingTalk, LINE, thiab WeCom nrog cov neeg siv API zoo tshaj plaws. Txhua qhov kev sib koom ua ke ntawm txhua lub platform tswj hwm cov kev txwv ntawm tus nqi, kev teeb tsa cov lus, thiab kev tswj hwm kev sib txuas tsis siv neeg. |
| Kev Sib Koom Tes Tshawb Nrhiav Hauv Is Taws Nem | Kev txhawb nqa rau Brave Search, Tavily, thiab DuckDuckGo APIs. Qhib kev tshawb nrhiav hauv web kom muab kev nkag mus rau cov ntaub ntawv tiag tiag rau koj tus pabcuam AI. Cov qib pub dawb muaj rau txhua tus neeg muab kev pabcuam. |
| Kev Saib Xyuas Kev Pabcuam | Taug qab koj qhov PicoClaw instance siv cov peev txheej los ntawm peb lub vaj huam sib luag tswj. Saib xyuas kev siv lub cim xeeb (feem ntau qis dua 20MB), kev siv CPU, thiab kev cia khoom - txhua yam tau ua kom zoo rau qhov tsawg kawg nkaus. |
| Kev xa tawm sai sai | Kev xa tawm ib zaug nias yuav ua rau koj tus neeg pab AI khiav hauv qab 60 vib nas this. Tsis tas teeb tsa server, tsis tas hloov kho cov ntaub ntawv teeb tsa, tsis tas nco qab cov lus txib Docker. Tsuas yog nias thiab sib tham. |
| Kev Nkag Mus Rau API ntawm Tus Tsim Khoom | Cov phiaj xwm VPS suav nrog kev nkag mus rau API rau kev sib koom ua ke. Tsim koj tus kheej cov cuab yeej uas cuam tshuam nrog koj qhov PicoClaw instance, tsim cov txheej txheem ua haujlwm, lossis koom ua ke nrog cov kab ke uas twb muaj lawm. |
PicoClaw sawv tawm ua tus pab cuam AI uas sib zog tshaj plaws hauv ntiaj teb, tsim los ntawm Go (Golang) tag nrho es tsis yog TypeScript lossis Python. Nws qhov cim xeeb me me 10MB yog 99% me dua li cov pab cuam AI ib txwm muaj, ua rau nws zoo meej rau cov chaw uas muaj kev txwv tsis pub siv. Qhov project tau txais 12,000 lub hnub qub GitHub hauv ib lub lim tiam tom qab tso tawm, qhia txog kev txaus siab ntawm cov zej zog rau cov kev daws teeb meem AI zoo.
PicoClaw tau tsim los ntawm Sipeed, ib lub tuam txhab kho vajtse hauv Shenzhen uas tau tsim tsa xyoo 2011 nrog kev paub dhau los hauv cov chips thiab AI technology. Qhov ua rau PicoClaw tshwj xeeb yog tias 95% ntawm nws cov codebase tau sau los ntawm tus neeg sawv cev AI nws tus kheej los ntawm tus txheej txheem self-bootstrapping - AI tau rov tsim nws tus kheej mus rau hauv ib qho version sib dua thiab ua haujlwm tau zoo dua. Tag nrho qhov project yog qhib qhov chaw, tso cai rau txhua tus neeg los tshuaj xyuas cov code.
Go (Golang) compiles rau ib qho binary tsis muaj dependencies, tsis zoo li Node.js uas xav tau ib puag ncig runtime loj heev. Qhov no txhais tau tias lub sijhawm pib sai dua (qis dua 1 vib nas this vs 30-500 vib nas this), siv lub cim xeeb tsawg dua, thiab ua tau zoo dua. Go tus qauv concurrency kuj ua rau PicoClaw ua haujlwm tau zoo heev ntawm kev ua ntau yam haujlwm tib lub sijhawm yam tsis muaj peev txheej ntau dhau.
PicoClaw qhov kev xav tau tsawg kawg nkaus ua rau nws siv tau ntau yam. Nws khiav tau zoo kawg nkaus ntawm Raspberry Pi, cov xov tooj Android qub uas siv Termux, $ 10-50 Linux boards, thiab txawm tias cov embedded systems xws li LicheeRV-Nano. Cov software no tau tsim los rau RISC-V, ARM, thiab x86 architectures, muab kev ywj pheej siab tshaj plaws rau koj siv tau thoob plaws txhua yam khoom siv.
Koj cov ntaub ntawv kev ruaj ntseg yog qhov tseem ceeb tshaj plaws. Vim tias PicoClaw yog qhov qhib tag nrho thiab khiav hauv zos ntawm koj cov khoom siv kho vajtse, tsis muaj "hu xov tooj mus tsev" rau Sipeed servers. Koj cov lus qhia mus ncaj qha rau txhua qhov LLM API koj teeb tsa (Claude, OpenAI, thiab lwm yam) - Sipeed tsis nyob hauv koj txoj kev ntaub ntawv hlo li. Tus neeg sawv cev khiav hauv ib puag ncig sandboxed los ntawm lub neej ntawd, txwv tsis pub nkag mus rau cov ntaub ntawv rau koj cov npe chaw ua haujlwm teeb tsa xwb.
Cov haujlwm Heartbeat yog PicoClaw lub kaw lus teem sijhawm ywj pheej. Los ntawm kev tsim cov ntaub ntawv HEARTBEAT.md hauv koj qhov chaw ua haujlwm, koj tuaj yeem teem sijhawm ua haujlwm tsis tu ncua uas khiav txhua 30 feeb (teeb tsa tau). Lub kaw lus siv cov spawn subagents rau cov haujlwm ua haujlwm ntev xws li kev tshawb nrhiav hauv web, kom ntseeg tau tias kev ua haujlwm tsis thaiv. Qhov no tso cai rau koj tus pabcuam AI los tshuaj xyuas cov email, tshuaj xyuas cov ntawv qhia hnub, lossis ua kev tshawb fawb txawm tias koj tsis tau sib tham.
PicoClaw txhawb nqa ntau yam kev pabcuam suav nrog OpenRouter (pom zoo rau kev nkag mus rau ntau tus qauv), Anthropic Claude, OpenAI GPT, Google Gemini, DeepSeek, Groq, thiab cov kev xaiv hauv zos xws li Ollama. Qhov kev teeb tsa model_list tshiab tso cai rau kev ntxiv tus neeg muab kev pabcuam xoom-code - tsuas yog teev tus neeg muag khoom / qauv hom ntawv. Qhov kev ywj pheej no cia koj xaiv raws li tus nqi, kev ua tau zoo, lossis cov peev xwm tshwj xeeb uas koj xav tau.
Pib yooj yim heev: nruab lub binary rau koj lub platform (lossis tsim los ntawm qhov chaw), khiav `picoclaw onboard` los pib teeb tsa, teeb tsa koj cov yuam sij API hauv cov ntaub ntawv teeb tsa, thiab pib sib tham nrog `picoclaw tus neeg sawv cev`. Rau kev sib koom ua ke ntawm cov ntawv thov xa xov, tsuas yog qhib koj lub platform nyiam (Telegram, Discord, QQ, LINE, lossis WeCom) hauv qhov teeb tsa thiab khiav `picoclaw gateway`. Lossis siv peb qhov kev xa tawm yooj yim ib zaug nias uas tsis muaj code uas los nrog GUI interface - tsis tas yuav teeb tsa kev siv tshuab, tsuas yog nyem thiab koj tus pabcuam AI npaj siv hauv qab 60 vib nas this.
PicoClaw ua tau zoo heev ntawm kev ua haujlwm txhua hnub: kuaj xyuas thiab sau cov email, tshawb nrhiav cov ncauj lus nrog kev sib koom ua ke ntawm kev tshawb nrhiav hauv web, sau thiab kho cov code, tswj cov sijhawm thiab cov lus ceeb toom, teb cov lus nug, thiab sib koom ua ke nrog APIs. Txawm hais tias nws tsis muaj browser automation zoo li OpenClaw, nws cov haujlwm tseem ceeb npog 90% ntawm cov neeg pabcuam AI siv nrog kev ua haujlwm zoo dua.
Cov nyiaj txuag tau los ntawm kev siv cov peev txheej zoo heev. Tsuas yog 10MB RAM xwb, PicoClaw tuaj yeem khiav ntawm VPS tsawg kawg nkaus lossis txawm tias sib koom hosting ib puag ncig uas yuav muaj teeb meem nrog cov kev xaiv hnyav dua. Cov kev xav tau cov peev txheej qis dua txhais tau tias cov nqi hosting qis dua. Ua ke nrog peb $ 1 / hli managed hosting, koj tau txais cov peev xwm AI pabcuam kev tshaj lij ntawm ib feem ntawm tus nqi ntawm kev khiav cov platform hnyav dua.
Hauv kev xaus lus , PicoClaw sawv cev rau yav tom ntej ntawm cov neeg pabcuam AI - cov peev xwm muaj zog xa nrog kev ua haujlwm zoo tshaj plaws. Txawm hais tias koj yog tus tsim tawm nrhiav kev sim, kev lag luam nrhiav kev siv tshuab tsis kim, lossis ib tus neeg uas xav tau kev pab AI ntawm cov khoom siv tsawg, PicoClaw muab tus nqi zoo tshaj plaws. Peb qhov kev tswj hwm hosting tshem tawm txhua yam teeb meem kev siv tshuab, cia koj tsom mus rau kev siv koj tus neeg pabcuam AI es tsis yog kev tswj hwm cov khoom siv.
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